Memory & Knowledge
1,156 servers · Memory, RAG, knowledge graphs, notes and vector stores for your data
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
A Model Context Protocol server for searching and analyzing arXiv papers
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.
80+ production-ready AI agent examples in Python — build autonomous agents, multi-agent systems and agentic AI with uAgents, ASI:One, MCP, A2A, LangChain, CrewAI, Gemini, Claude and OpenAI.
Agent-native reverse-engineering lab with a 197-article knowledge base, MCP tools, and CTF/APK/PE automation workflows.
The AI-native health data engine — collect, standardize, and reason over labs, wearables & genomics.
On-premises conversational RAG with configurable containers
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.
Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.
MCP-NixOS - Model Context Protocol Server for NixOS resources
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.
Local-first AI coding memory for AI agents. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.
One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on Cloudflare's free tier.
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring
TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.
High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport.
Harness-oriented agent system framework for production-grade LLM agent applications
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
Model Context Protocol (MCP) Server for Graphlit Platform
The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config dashboard for Claude Code, Codex CLI, MCP servers, skills, memories, agents, sessions, security scanning, context budget, and backups.
Reverse engineer anything with agents, from app behavior down to native binaries.
MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.
Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.
Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.
Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.
Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.
120-tool MCP server for real-time global intelligence: markets, SEC filings, conflict, military, cyber, climate, news, and 30+ domains. AI situation briefs that cite their sources, user-defined geofences with escalation scoring, cited daily digests, live SSE dashboard. MIT, no paid API keys.
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.
Open-source CLI for semantic Taiwan legal judgment retrieval. Search judgments, package them for your own AI (Claude/ChatGPT), and run a bundle-level citation check. Bring your own LLM; retrieval-only.
Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with semantic search across 20,000+ subreddits.
Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.
Open-source control plane and runtime for organisational agents: shared company context, isolated execution, approvals and MCP.
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
Self-hosted, open-source financial data MCP server for AI agents — SEC filings, XBRL financials, 13F holdings, insider & congressional trades, short interest, FRED, CFTC/CBOE and daily prices across 64 MCP tools. Equibles Cloud adds earnings call transcripts, live quotes, options chains with Greeks, guidance and a screener.
MCP server for 1С:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 11 tools.
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.
📜 An MCP server for conversation history search and retrieval in Claude Code
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorithm layout and clustering. AI-native via MCP tool surface and relay bridge. Fully client-side, no backend required.
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.
Forge Orchestrator: Multi-AI task orchestration. File locking, knowledge capture, drift detection. Rust.
45 MCP tools that give AI coding agents ground truth about your Rails app: schema, models, routes, controllers, views, jobs, conventions. Works with Claude Code, Cursor, GitHub Copilot, OpenCode and Codex CLI. MCP or CLI, in-Gemfile or standalone, and it still answers when the app can't boot.
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social / X.
Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.
MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis
AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.
MCP server for token-efficient large document analysis via the use of REPL state
Curated list of MCP servers for 1C:Enterprise ecosystem | Каталог MCP-серверов для экосистемы 1С:Предприятие
Curated awesome list for OpenClaw (formerly Moltbot/Clawdbot): skills, plugins, memory systems, MCP tools, deployment stacks, ecosystem platforms, and developer tooling.
Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP integration for dynamic tool loading, human-in-the-loop tool approval, persistent conversation memory with PostgreSQL, and real-time streaming responses. Built with TypeScript, React, Prisma, and Tailwind CSS.
An agentic memory database that cuts session tokens by 82–99%. One portable SQLite file — your agent's memory, anywhere.
Durable MCP control plane for long-running Codex Desktop tasks
One TypeScript interface for 24+ LLM providers — swap providers without rewriting. MCP-native (connect any MCP server), voice (TTS/STT/realtime), RAG, memory, file processors. Production-origin: powers Tara, Yama, and Clairvoyance at Juspay.
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
Open Source AI Expert Agent Bridge for Cursor 2026
DreamGraph is a graph-governed conceptual development environment (CDE) that turns plans, architecture decisions, and project knowledge into auditable execution through a persistent cognitive graph.
MCP server that lets Claude Code and other AI agents work through large PDFs, and whole folders of them, without overflowing context: hybrid semantic + keyword search, selective page reading, tables, images, OCR, chart data, and multi-column/CJK layouts.
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
Stop re-explaining your data to your AI every session. The individual-analyst context layer, delivered over MCP (Claude Code / Cursor / Codex).
Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent registry
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
Model Context Protocol server giving Claude (or any MCP client) full read + write access to your Whoop fitness data via the private reverse-engineered iOS API. 47 tools: recovery, sleep, strain, HRV trends, Strength Trainer, journal, Whoop Coach, and smart alarm. TypeScript + zod, auto-refresh Cognito auth.
Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted.
Open-source control plane for Codex projects: Git-backed context, visible agent progress, scoped MCP access, resumable work, and safe handoffs.
A memory system using mem0 for AI applications. Enables long-term memory for AI agents as a drop-in MCP server.
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.
Rust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime. 31 tools — 20 universal + 11 BSL-specific. Tree-sitter AST for 14 languages. Federation across multiple repos. Built for production-scale monorepos.
Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.
MCP server with persistent memory + FTS5 search for Claude Code conversation history. Index your ~/.claude/projects/, expose 10 MCP tools, browse via web UI. MIT-licensed.
Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent-ready CLI/MCP — edits Markdown on disk (no cloud, no Logseq API). Karpathy LLM-Wiki inspired.
Godot 4 MCP server for AI-assisted project inspection, editing, validation, and runtime automation.
🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search, semantic knowledge storage, and efficient relationship management - perfect for AI agents and knowledge graph applications.
Turn your team's AI coding sessions, GitHub code, and docs into one shared, searchable memory — a self-hosted git truth store you query right from your editor over MCP.
Turn Claude Code into an equity-research agent: 24 analysis skills (Anthropic's open-source bundle + community), a single data MCP, and a personalization layer for investors at any level.
Enhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headless + editor + game bridge), secure sandbox, recording & frame-verify, cross-version CI.
CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.
Isolated Linux desktop workspaces for AI agents — a hidden, agent-owned desktop and browser over MCP, so an agent can do GUI and web work without touching your real desktop.
Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.
MCP server that lets your AI assistant remember everything about your home.
🇪🇪 Open-source AI SDK for Estonian government and private services. MCP servers and skills. Connect Claude, GPT, agents and models, to Estonia's digital infrastructure.
TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Features 629 operators + 14 tutorials + 69 Python API classes with working get_python_api & search_python_api tools. Zero-configuration setup for VS Code/Codium.
Native macOS system cleaner with YAML-driven safety rules, local AI explainability via MLX, and an MCP server for agent-controlled cleanup workflows.
🧠 Self-hosted, privacy-first MCP server for long-term AI memory — save, search & summarize Claude/ChatGPT chat history locally. No cloud, no database.
Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.
TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources like ip-api.com. Ideal template for creating new MCP integrations via Node.js.
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new behaviors during conversation.
Compass is a context engine that builds a knowledge graph of your organization's metadata, capturing entities, relationships, and lineage across systems and time, making it discoverable and queryable for both humans and AI agents.
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
Track work, verify results, carry memory, and sync tools across coding agents. Local files, no daemon.
金蝶云星空 MCP Server：让 Claude/Cursor 等 AI 助手用自然语言直接查询、操作 ERP（采购/销售/库存/财务等 97 个工具）
Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.
MCP server for searching and surfacing Claude Code conversation history
Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, multi-representation embeddings, 3D WebGL visualization. LongMemEval R@5=97.45%. Self-hosted, Ollama-optional
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance over HTTP
국토교통부 건축HUB → MCP 서버. 건축물대장·건축인허가·주택인허가 + 법정동코드 + 한 필지 종합카드·동 단위 통계·노후건축물 분석. 공용키 탑재 remote 커넥터(URL만 등록)
MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversations.
Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQLite.
Production-grade GitLab MCP server with 86 tools — full GitLab control from any AI agent (Claude, Cursor, Zed).
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Grounds Claude in real source via one MCP tool (search_ruvnet), so it builds with the stack instead of drifting off it.
Codebase Context gives AI agents understanding of your codebase through semantic code search, team conventions, patterns, and memory, so they use fewer tokens, spend less time, and produce better, more familiar output.
Git-native context engineering CLI and MCP server for AI coding agents. Keep specs, ADRs, rules, plans, and project knowledge in Git.
Local memory infrastructure for AI agents. Store knowledge and skills in isolated vaults you compose, control and query.
Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks tasks, accepted decisions, and active blockers to prevent session context bloat and speed up development.
CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/plugins, interact with a real Kirby runtime, and use a bundled Kirby knowledge base.
MCP server for Z-Library: search, download, and process books into RAG-ready text for AI assistants (Claude Code, Claude Desktop, Cline, RooCode)
Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte frames, 27.6KB flash / 0.6KB RAM measured on ESP32, capability-scoped and safe by design. Complementary to MCP. Paper: arXiv:2605.26159
🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.
Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge citation graph, 42 MCP tools. CC0 data, MIT code. Live at mcp.opencaselaw.ch
MCP server enabling LLMs to interact with Garmin Connect - activities, health metrics, sleep data, and training analysis
Give Claude semantic memory of your Obsidian vault — local semantic search over Smart Connections embeddings via MCP. Multi-vault, block-level, 100% private.
MCP server for real-time world news — free, no API key required
Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem with 600x lower cost.
A shared, verifiable world state substrate on which autonomous agents can discover capabilities, establish identity, exchange content-addressed computational artifacts, verify each other's work, and progressively build shared state.
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
Awesome list of MCP servers for interacting with hardware and the physical world.
Persistent, encrypted memory for AI agents: one Rust binary, one file, no cloud. 122 canonical MCP tools, hybrid recall, bi-temporal history, AES-256-GCM. Local-first, air-gap ready, MIT.
MCP server for Cosense (Scrapbox) — read, search, create, and edit wiki pages from Claude and other AI agents. Also works as a CLI and Claude Code plugin.
Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text search. Go + PostgreSQL + React/Milkdown.
MCP server para el BOE 🇪🇸 — Acceso a legislación consolidada, sumarios diarios y tablas oficiales del Boletín Oficial del Estado mediante Model Context Protocol y API REST.
An AI-native molecular biology workbench for Claude Science: Claude opens sequence files and prepares analyses on request; you annotate, align, and review them in an interactive workspace.
Searchable football data provider documentation for AI coding agents. Like Context7 for football data.
Persistent visual cache for LLM-driven software development. Caches screenshots using perceptual hashing, vector search, and AX trees to prevent token overhead and visual hallucination loops.
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext continuously learns from and adapts to your development patterns and delivers highly relevant context providing a deeper understanding of your codebase.
Caelune (凯露恩) — Local-first retrieval for private Markdown, PDF, and Tika documents, with a Windows desktop app and read-only MCP server.｜本地优先的私人知识检索工具。
A curated list of excellent Model Context Protocol (MCP) servers.
Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-SQL.
IDE-style navigation for structured data — code, JSON, YAML. Jump to definitions, find callers, follow references. Available as an MCP server or a mounted folder.
Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions, analytics, workflows, and tools
MCP server and CLI tool for interacting with the Internet Archive's Wayback Machine
Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.
The definitive MCP server for Scrivener — connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and any AI assistant. 53 tools: document management, writing analysis, content enhancement, offline semantic search, and character/plot tracking.
Cross-architecture LLM internal observation database (23 models, 13 architecture families). Exposed as MCP tools for any AI coding agent.
MCP server that turns any video — YouTube, Instagram, TikTok, Loom, X, Vimeo, direct URLs, local files — into transcripts, key frames, OCR text, and metadata for AI agents.
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.
The Web Access Gateway for AI Agents — 52 channels, 92 MCP tools, 9 SDKs, self-healing backends, async Rust
Add integrations like semantic search and custom Templater prompts to Claude or any MCP client.
Unify every AI agent on ONE local shared memory over MCP. Obsidian vault + gbrain (by Garry Tan) + Ollama. 100% offline, $0 API. Orchestrate with OpenClaw or Hermes.
AI-native construction estimating platform for intake, takeoff, pricing, scheduling, knowledge, and quotes.
Session memory for Claude Code. Auto-captures every session into a plain Obsidian markdown vault. Zero config. MIT. macOS + Linux.
Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.
ИИ-агент (Claude, Cursor) читает данные рабочей базы 1С простым языком, без знания языка запросов — для бухгалтеров и аналитиков; и отдаёт структуру метаданных любой конфигурации — контекст для разработчиков. Бесплатно, только чтение, анонимизация ПДн. Free MCP server: 1C data & metadata for AI.
The operating system that AI workflows trust. Structure messy inputs. Establish identity. Track provenance. Build the durable data layer your AI workflows need to be trusted, reusable, and auditable.
Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper
A WebView2 UI framework for foobar2000 - build the entire player in web tech (Vue/React) with native Windows 11 Mica/Acrylic effects. Ships a TypeScript SDK and an MCP server for AI agents.
Read-only MCP server for Robinhood portfolio research
The semantic layer for software engineering: Connect code to meaning, build on understanding
Local-first skill routing for agent builders — index SKILL.md bundles, get ranked skill plans with confidence and evidence, and serve them to any agent over MCP.
MCP server connecting AI agents to ITASCA FLAC — run continuum simulations through natural conversation
A remote MCP server for personal nutrition tracking — log meals, track macros, and review nutrition history through conversation.
Detects what your AI doesn't know about your project and fixes it. Post-training gap detection, runtime context injection via MCP.
Local-first, auto-injecting context + memory layer for Claude Code, Codex and MCP. Per-prompt hook injection, explicit freshness/Trust Contract, AST indexing, call graphs, hybrid search, wiki + architecture dashboard. Everything stays on your machine.
Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and serves them over MCP.
🏛️ Memory System for AI Coding Tools - Never explain your codebase again. MCP server with perfect project isolation, 95.8% context accuracy, and the Four Pillars Framework.
Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read-only mode, no external memory server.
Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and pgvector
bhived is an MCP server that gives AI agents shared memory, skills, and tool discovery. install once, works in Claude Code, Cursor, and 15+ other agents.
Live context engine for AI agents: resolve verified workspace state before the context window opens. Pairs with Perseus Vault for persistent encrypted memory. Local-first, MIT. pip install perseus-ctx
MCP server for Apple services — Mail, Calendar, Contacts, Reminders, Notes, Messages, Safari — via AppleScript (local) or iCloud IMAP/CalDAV/CardDAV (cloud)
Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.
Spec-driven dev workflow MCP for Cursor & AI agents — start_feature/bugfix orchestration, auto Skill+AGENTS bootstrap, memory, GitNexus. npx -y mcp-probe-kit@latest
Your AI remembers now. Geniuz stores everything in a local database locally on Mac, Windows, Linux, Raspberry Pi. No cloud. No account. No API keys. Nothing leaves your machine. It's open source; you can read every line of code.
Runtime evidence that helps agents trace, profile, and burn down hotspots in application and native code, GPU kernels, and inference stacks.
MCP server for Denmark's Aula school platform — TypeScript MitID auth, no headless browser. Exposes profiles, calendar, messages, ugeplaner to AI agents (Claude/Cursor/etc) via Model Context Protocol.
MCP server for Bear app - Full Read + Write AI-powered note management with Claude Desktop
Curion is a project-local memory layer for AI coding agents, published as an MCP server for Claude Code, Codex, OpenCode, and other MCP clients.
Intelligent stealth browser MCP server for AI agents with 30 tools, 22 anti fingerprint scripts, and LLM powered extraction. Works seamlessly with Cursor, Claude, VS Code, and any OpenAI compatible LLM.
MCP server + prompt that turns any AI coding agent (Cursor, Claude Code, Cline, Kiro, Windsurf…) into your Digital Twin — generate a project-specific AGENTS.md and give every tool a shared, persistent memory of how you build.
Enterprise MCP server for SQL Server with 20 tools for schema discovery, data operations, and administration.
MCP server for Klever blockchain smart contract development
Connect Claude AI to your Nextcloud via the Model Context Protocol. Browse, search, and manage files through natural conversation.
MCP tools for Novyx governed actions, shared memory, audit, rollback, and evidence workflows.
DockaShell is an MCP server that gives AI agents isolated Docker containers to work in. MCP tools for shell access, file operations, and full audit trail.
Chinese e-commerce MCP servers — let AI agents read merchant business data (Ocean Engine, Douyin Shop, JD.com, Taobao, Pinduoduo). 电商经营数据 MCP 连接器。
The #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.
Unified native desktop UI for Claude Code, Gemini CLI, Hermes, Crush, Codex, and Cursor — multi-agent, MCP-native, written in Rust + GPUI.
The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the complete protocol stack (MCP, AG-UI, A2UI, A2A). Zero cloud. Zero telemetry. On-device inference.
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
The most advanced Jenkins MCP server available - Enterprise debugging, multi-instance management, AI-powered failure analysis, vector search, and configurable diagnostics for complex CI/CD pipelines.
MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools
MCP server for administering a Zigbee2MQTT estate: health reporting, mesh diagnostics, OTA updates, pairing, binding and device options over the MQTT bridge API.
BioContextAI Knowledgebase MCP server for biomedical agentic AI
Robot Memory - Persistent memory system for AI robots. MCP Server + hybrid search + spatial retrieval.
The IoT platform Cloudflare didn't build. Telemetry, realtime dashboards, and automations on Workers + D1 + R2 + Durable Objects — in your own Cloudflare account.
Federated, local-first search for an AI — one query across transcripts, files, knowledge graph, vector store, and the web, fused by trust-weighted RRF. Apache-2.0.
Local-first beat library built for producers — catalog, BPM/key analysis, license tiers & PDFs, tagged-MP3 + loopkit export, and assisted multi-platform publishing. Chat with your catalog via a built-in AI Agent (Claude · ChatGPT · DeepSeek), or wire it to any MCP client. Desktop + web.
Turn tab overload into a local-first workspace with intent-first AI organization and Agent collaboration through MCP.
Your markdown vault, compiled into a 6-persona MCP team for Claude Code, Codex, OpenCode, and Gemini CLI. Headless-first. Cites, doesn't guess.
A runnable reference implementation of multi-agent constraint propagation using MemClaw. 5 specialists share memory via MCP so decisions made upstream automatically govern downstream agents.
MCP server for Swiss grocery stores: Migros, Coop, Aldi, Denner, Lidl
MCP server for Nordic grocery deal hunting via the Tjek API (Denmark, Norway, Sweden, Finland)
Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)
Unified MCP context intelligence platform — pip-installable CLI that absorbed 6 foundational repos. Context engineering for AI agents.
Persistent memory system for AI coding assistants. Captures decisions, learnings, and context from coding sessions. Features hybrid search (semantic + BM25), MCP server integration, SQLite persistence with knowledge graph, and proactive memory surfacing. Written in Rust.
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker setup.
MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, and coding harnesses to your RemNote knowledge base via the RemNote Automation Bridge.
Manage your entire Discord server from Claude Code, Claude Desktop, Cursor, or Windsurf via MCP. 134 admin tools across 20 categories. Interactive setup wizard included.
Free MCP servers + Claude Code Skills for MSP tools - PSA, RMM, backup, M365. Local-first: your data never leaves your network.
Unity-aware AI infrastructure for Claude Code — a knowledge graph + 88 MCP tools that let your AI agent know your project, not just grep its files.
Persistent memory and continuity engine for Claude Code and AI agents.
Eclipse PDE plugin for Archi that exposes ArchiMate models via MCP protocol, enabling LLMs to query, analyse, and modify Enterprise Architecture models
MCP server providing 28 UX knowledge resources, 23 analysis tools & 4 workflow prompts. Works with Claude, Cursor, Continue.dev, Cline, Zed & any MCP client. WCAG, Nielsen heuristics, design systems, e-commerce, PWA, AI/ML & more.
Cognitive memory for LLM agents — local-first, and shareable across a team through the cloud.
⚡ The everything Zotero MCP server: complete Zotero Web API v3 + desktop local API for Claude & any MCP client. Search, safe writes, add-by-DOI, CSL citations, hybrid semantic search, and a scholarly-context graph. TypeScript, local-first.
Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.
An MCP server for safer coding agents: skill routing, C4 workflow gates, memory checks, and verification before completion.
Massive multi-source academic literature search for Claude Code — one skill fans out subagents across 20+ scholarly databases (arXiv, Semantic Scholar, Crossref, OpenAlex, PubMed, …), merges into a deduplicated ranked corpus, and acquires the original PDFs.
Semantic search knowledge base for MCP-enabled AI assistants. Index local files or GitHub repos, query with natural language. Built on LanceDB vector storage. Works with Claude Desktop, Cursor, and other MCP clients.
Persistent cognitive infrastructure for AI systems. 28 MCP tools — semantic memory, emotional processing, identity continuity, and a subconscious daemon. Built on Cloudflare Workers.
Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLCipher, auditable recall for long-running coding work.
Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal ingestion (vision, audio transcription, speaker diarization), and knowledge graph. Rust + PostgreSQL.
AI-powered local-competitor intelligence on a photorealistic Google 3D map. Ask in plain English and see who competes with any business, ranked with ratings and reviews.
*Featured on Claude!* MCP server for accessing near real-time health data from Yale's PopHIVE platform, as well as additional HHS/CDC data
simple mcp server for interacting with local obsidian notes
Model Context Protocol (MCP) client for NetSuite ERP. Connect AI models to your business data.
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
Open-source, self-hosted AI gateway for multi-tenant orgs: OpenAI-compatible LLM routing, RAG & vector stores, MCP hub, GPU fleet (MIG slicing), sandboxed coding agents, AI red-teaming & guardrails, and cost optimization — all in one console.
MCP server for Run402 — AI-native Postgres + REST + auth + storage + static sites. Pay with x402 USDC on Base. No signups.
Open-source asset inventory — turn scattered, contradictory tool data into one reliable inventory, then chat with it using the LLM of your choice. Tagging, posture rules, and alerting built in.
The open-source MCP server behind ByteAsk Embedded Docs: a source-grounded, page-cited evidence-retrieval server for coding agents (Claude Code, Codex, Cursor) that write firmware / driver / protocol code and need exact facts.
Self-hostable, MCP-native testing platform. Manual test management, deterministic runs, optional AI. Your stack, your LLM, your data.
Public registry for local-first wellness MCP connectors: wearables, recovery, training, nutrition and the Delx Wellness Hermes profile.
Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAlex, Semantic Scholar, Europe PMC, CrossRef, and Zotero via MCP servers. Custom agents guide systematic reviews, academic writing, data analysis, and project management — all ICMJE-compliant with full audit trails.
OSINT knowledge base + MCP server for autonomous AI agents — Claude Code, Cursor, Kimi K3, recon & threat intel playbooks.
Open-source cognitive engine for AI agents — persistent memory, a first-person journal, a four-layer ethics engine, and a per-user biological clock, over MCP. Apache-2.0.
Manage AWS, Hetzner, OVH, and custom servers from one TUI — with a built-in AI assistant and MCP server
m1nd is a local-first context runtime for coding agents: an evidence-bound, continuously verified model of your code, memory, and change.
MCP server for Web3 protocol documentation — EIPs, ERCs, BIPs, SIMDs, Cosmos ADRs, Polkadot RFCs, contract registry
TRACE protocol for auditing decision-provenance in AI-assisted scientific workflows
Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and CLI. Pre-release.
Ultra-fast rust-powered AI agent session search and analysis. Search millions of messages in under a second. Claude Code, Claude Desktop, Codex, Cursor, Antigravity, Pi, Google AI Studio, and Gemini CLI. One Rust core behind the aise CLI, an MCP server, a Rust library, and a Python API.
Agent emotional continuity with PAD state, trust, appraisal, and compact emotion logs.
VS Code extension that exposes diagnostic problems via Model Context Protocol (MCP) for AI agents and tools
Persistent Project Context for Claude — IANA-registered .faf format · 32 tools + 1 prompt · MCP Registry #2759
Give Claude Code 51 research, analysis & media production tools with one command. Video analysis, deep research, academic papers, TTS voice-over, AI video generation, and Weaviate knowledge store — powered by Gemini 3.5 Flash.
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning chains, corrections. 16 query types, sub-millisecond. Rust core + Python SDK + MCP server.
Moteur de recherche libre sur le droit français et européen — jurisprudence et textes (loi à n'importe quelle date), en web, API et MCP. Free search engine for French case law and legislation.
Self-hosted health analytics for Polar devices — sync everything, keep it forever, and let your AI read it over MCP
Modular, agentic framework and MCP platform you self-host. Build and run your own AI agents, connect Claude Code, Claude Desktop, or Cursor as a native MCP connector, self-host your apps, and share over encrypted P2P — on hardware you own, with local or cloud models. Open source.
Repository-scoped memory for coding agent's decisions, pitfalls, and handoffs stored in one inspectable SQLite file, so agents continue instead of starting over.
A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching, creating, retrieving, and managing memos.
Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own the data (SQLite + Markdown). Works with Claude Code, Codex & any MCP host.
Shared memory bus for MCP-compatible agents with permissions, subscriptions, and optional payments.
Local-first MCP server giving AI coding agents fast, structured, and semantic context over any codebase. Zero config, zero cloud, full context.
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital personal assistant.
MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants
Give any MCP-capable agent persistent memory: remember/recall over a tiered store with hybrid vector + keyword retrieval. Single Go binary, SQLite or Postgres, embedded admin UI.
Open-source observability and audit trail platform for AI agents. MCP-native, tamper-evident event logging, real-time dashboard.
Convert ChatGPT export to Markdown with full-text search and MCP server for Claude
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereign second brain in one click — Claude captures atomic concepts, finds cross-domain analogies, and links them with substantive justifications. Latticework thinking as a service, running entirely in your Cloudflare account.
Secure AI Memory with Dynamic Project Detection, Automatic Session Briefing, Personal+Team Session Summary Prompts, Triple Search, Knowledge Graphs, GitHub Integration (Issues, PRs, Actions, Kanban, Milestones), Team Collaboration, Hush, Adaptive Analytics, Markdown I/O, Audit+Token Logging, OAuth 2.1 & HTTP/SSE/stdio. 70+ Tools in 1 Code Mode.
The design system infrastructure keeping teams and agents in sync.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
Annota — AI-Powered Paper Annotation MCP Server. Reads PDFs, highlights findings, explains formulas, writes structured notes.
Curated directory of Model Context Protocol servers, tools, transports, categories, and contribution-ready MCP metadata. Test new MCP servers using isolated VM sandboxes before installing to your machine.
Long-term memory for AI-coded codebases. A git blame for AI agents — but for the why. MCP server that captures the agent's reasoning live, in context, as each change is made. Local SQLite, zero deps.
Universal long-term memory layer for AI coding assistants, powered by EverMemOS.
MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio content generation
Локальный семантический граф и MCP-сервер для Markdown и Obsidian
DevMind MCP provides **persistent memory capabilities** for AI assistants through the Model Context Protocol (MCP). It enables AI to remember context across conversations, automatically track development activities, and retrieve relevant information intelligently.
Data Wiki turns data into portable knowledge bundles following Open Knowledge Format (OKF) and serves them to AI agents over the Model Context Protocol (MCP).
Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that gives any AI a full picture of who you are
MCP server and Claude skills for PPC landing pages, A/B experiments, and first-party conversion tracking. Build Google Ads and Meta pages, run cross-domain experiments, and pull CRO reports via the UXON API.
Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)
MCP server for Penpot - Connect AI assistants to Penpot design platform via Model Context Protocol
MCP server for Obsidian vault management - enables Claude and other AI assistants to read, write, search, and organize your notes
Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, pages, and more from any AI agent. OpenAPI 3.1 spec included.
MCPs for Riksarkivet open APIs. This covers both agents and mcps
Lightweight, focused utilities to manage connections and execute MCP tools with minimal integration effort. Use it to directly call tools or build simple agents within your current architecture.
Open-source legal knowledge + data layer для российского права. 145 AI skills + 8 MCP-интеграций с госреестрами (pravo.gov.ru, ЕГРЮЛ, kad.arbitr, ЕФРСБ, Роспатент, Росреестр, госзакупки). Apache 2.0.
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
See AI thinking in real time — 3D orb that visualizes Claude Code reasoning. Free, open-source MCP server
A Go symbol and call-graph database backed by SQLite. Query symbols, callers, callees, blast radius, dead code, and interface implementors as structured JSON — typed code navigation for AI agents (MCP) and humans.
Turn Hermes into a local-first wellness agent with guided setup, onboarding, wellness skills and MCP connector presets.
Relational memory substrate for AI agents with MCP tools, identity continuity, and self-hosted persistence.
Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.
A persistent memory MCP server for Claude Code - Recursive Language Model integration for Claude Code inspired by MIT CSAIL paper
WPVibe — MCP server plugin for WordPress. Connect Claude, ChatGPT, Cursor, Windsurf and any MCP-compatible AI client to your self-hosted WordPress site. Theme editing, content management, REST API, WP-CLI, WordPress Abilities API.
Local task-state ledger for AI coding agents. Preserve decisions, source conclusions, evidence, and checkpoints across Codex, Claude Code, Cursor, and other MCP clients.
Standalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1.
Persistent Project Context for xAI Grok — IANA-registered .faf format · MCP server on a URL
An open-source, self-hostable AI operating system and development workspace. Powered by Electron and React 19, it features multi-agent orchestration, full Model Context Protocol (MCP) support, native filesystem access, and an extensible tool ecosystem for autonomous software development.
MoFlo — an opinionated, local-first AI agent orchestration toolkit for Claude Code: semantic memory, learned routing, gates, and spells. No API keys, no cloud, works out of the box.
An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years of cognitive science, MIT licensed.
MCP server that connects AI assistants to Chrome DevTools Protocol for runtime debugging - set breakpoints, inspect variables, monitor network traffic, and automate browser interactions
🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with full data sovereignty. No API keys, no external calls, 100% local.
MCP server for IT Glue — documentation, passwords, configurations, and flexible asset tools for AI assistants
Universal synchronization layer for AI orchestrators, agents, MCP configs, skills, commands, and dev-tool workflows.
MCP server for Fantastical calendar app - create events, view calendar, and manage schedules
A self-hosted MCP proxy and aggregation platform. Manage multiple MCP servers and expose them through a single endpoint.
Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.
MCP server that annotates any web page with hover labels — zero extensions, works in any browser
FAF specification — IANA-registered AI context format (application/vnd.faf+yaml)
MCP server for Apple Calendar, Mail, and Reminders on macOS using native EventKit and ScriptingBridge
Multi-agent orchestration, persistent memory, and intelligent workflows for AI coding assistants. Supports Claude Code, OpenCode and Codex.
MCP server for unified cognitive processing — deep reasoning framework for Cline, Claude & AI code assistants
Founders OS - CRM, tasks, finances, feeds, and memory for founders, as an MCP server.
AI employee for your team — delegate real work in Slack and a team of Claude-powered agents gets it done. Built on the Claude Agent SDK with OS-level sandboxing, MCP tools, and a plugin architecture. TypeScript/Node.
SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-machine bridge sync
대한민국 공공데이터를 조합해 서비스 아이디어를 설계하는 정적 메타데이터 MCP 공개 베타
PinMeTo MCP server that enables users with authorized credentials to unlock their data
Local-first file intelligence: desktop app, CLI, and safe MCP server for AI agents.
Hoofy — AI development companion MCP server. Persistent memory, spec-driven development, adaptive change pipeline, Clarity Gate. 32 tools, single Go binary, zero deps.
A Ghidra MCP Server for Claude Code - Binary Analysis Made Adorable. Keywords: ghidra, mcp, ghidra-mcp, model-context-protocol, binary-analysis, reverse-engineering, decompiler
Xquik API documentation for tweet search, timelines, follower exports, OAuth, MCP, SDKs, and webhooks. Not affiliated with X Corp.
Curated list of Model Context Protocol (MCP) servers, clients, and frameworks. Automatically updated daily.
Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure.
MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search
🧠 Personal knowledge MCP server with vector database for Opencode. Store and retrieve knowledge using semantic search, powered by local embeddings.
Model Context Protocol server for Fathom AI - access meeting recordings, transcripts, summaries, teams, and webhooks
Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations. MCP server for Claude Code.
ServiceNow MCP server: 450+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi-transport (stdio, SSE, HTTP), A2A, dynamic schema discovery, read-only by default. Free and source available. Part of the NowAIKit suite.
Search products, compare prices, and discover deals across 6 European markets (DE, UK, FR, IT, ES, AT) directly from your AI assistant.
Observability engine for AI coding agents. Custom columnar log store, MCP-native, self-hosted on a $4/mo VM. No dashboards — your AI assistant sees production.
AI-Inference-Managed-by-AI: Go binary for managing AI inference on edge devices
A live, graph-verified map of your codebase for AI coding agents — real call graphs, compiler-verified edges, and hard safety gates on the write path.
A TypeScript-based MCP server implementing a memory system inspired by neurodivergent cognitive styles. It organizes thoughts into five districts (knowledge domains), ranks search results using BM25 semantic ranking, and stores memories as a persistent knowledge graph with bidirectional connections.
MCP server for accessing VS Code/Cursor's Local History
Self-hosted, agent-native web app and MCP server for your Obsidian-style Markdown vault. Browse, search, and edit notes from a fast UI or from AI agents.
MCP server multiplexer, configure all your MCP's in a single MCP with profiles, both TUI and web UI
Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Automated setup generation, Docker support, beginner-friendly. Any AI assistant can instantly convert MCP configs to working Open Web UI integrations.
Structural memory for coding agents — index your repo once, query symbols, callers, and call-edges over MCP.
Open-source, self-hosted knowledge backend for AI agents — hybrid search (vector + keyword), MCP server, 5 connectors, Docker-ready
Shared, cross-tool memory and operating discipline for AI assistants. Deterministic recall, curated capture, one persona across Claude Code, Codex, and Hermes. Postgres + Qdrant, MCP + REST.
Connect your Fitbit / Pixel Watch data to any AI assistant via MCP. Read-only MCP server for the Google Health API. Your health data → any AI assistant, tokens never leave your machine.
Local-first agent memory MCP - cross-agent brain with token-saving file diff cache. By Synapse Arrows.
Connect any AI agent to your personal Telegram via the official Business API — no userbot, no ban risk, no Premium. Agent reads & searches full history, drafts replies; every reply waits for your ✅. MCP server + 24/7 collector on SQLite/FTS5.
Your personal GitHub registry for AI Agent Skills. One repo. EVERY agent. EVERY device. Loaded on demand — Zero startup bloat.
DAG-based Lossless Context Management for Claude Code. Every message preserved, summaries cascade as a DAG, patterns extracted via Lossless Dream — full recall and reflection across sessions.
Local MCP server for Obsidian vault operations — search, intelligence, canvas tools
Persistent memory for AI coding tools, in an open portable format. Sync Claude, Cursor, Gemini, Copilot, Windsurf + 6 more across machines via MCP. E2E-encrypted sync. MIT.
iCloud Calendar MCP server. On MCP Registry, npm & PyPI. Kotlin/JVM, OWASP MCP Top 10 compliant.
MCP server for git-backed Obsidian vaults. Access and manage notes through Claude, ChatGPT, and other LLMs with automatic git sync. Supports local (stdio/HTTP) and remote (AWS Lambda) deployment.
MCP server and CLI for seven macOS apps — Messages, Mail, Notes, Calendar, Reminders, Contacts and Maps. Native frameworks, honest truncation.
AI-powered administration for Msty Studio Desktop. 24 MCP tools for database insights, config sync, local model orchestration, and Claude handoff workflows.
MCP server for Home Assistant — 292 tools across 27 domains: entities, automations, dashboards, energy, voice, HACS, Supervisor, Card Builder (with embedded block schema), BM25 tool search, aggregated snapshot, automation trace debug, git versioning
A High-Performance Storage Infrastructure for Activity and Log Workloads
AI-powered MCP proxy for Playwright and Figma. Optimize Claude Code and AI agents with session recovery, context reduction and intelligent tool routing.
The Sovereign Stack: MCP server binding local AI capabilities with governance protocols. 100% local operation with memory, conscience, and recursive observation.
The Company Brain your agents install — use your coding agent to run projects and coordinate agents, not just code. Cross-project knowledge graph + immutable audit, self-hosted & EU-resident. BSL 1.1 → Apache 2.0.
A minimal graph engine for grounded AI — records, associates, and retrieves, but never invents. Written in Rust.
Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP, no cloud, ~3s per query
Never lose context again - persistent memory management system for AI-powered workflows across multiple tools
A Model Context Protocol (MCP) server that enables AI assistants to interact with your Obsidian vault
FastMCP server providing sports betting odds and ESPN data to Claude Desktop. Features player props, live scores, visual artifacts, and optional React dashboard for bet tracking.
A powerful, project-aware Model Context Protocol (MCP) server for GameMaker Studio with 190 tools, GML static analysis, refactoring, and automated builds.
Optimized, auditable execution for Codex and Claude Code: bounded repository context, verified patches, and reproducible paired benchmarks.
Connect Claude Code to your Obsidian vault — MCP server plugin with 20 tools, agents, and hooks for knowledge management
MCP-native infrastructure for persistent AI agent memory with encrypted storage, semantic retrieval and cross-agent continuity.
Watercooler: your team's shared reasoning layer for agentic coding. Preserve the "why" around your code.
Open-source model inventory & governance. Discovers every model, rule, and pipeline across all your platforms as one immutable, agent-queryable graph — git for models.
Flight Levels work management with MCP server integration for AI agents. CLI, TUI, and GUI interfaces.
Read-only MCP server aggregating your portfolio across EU wallets, exchanges and brokers for AI analysis. Data stays local, no telemetry.
Graph + local semantic context for Obsidian, with guarded remote MCP access and edits from Codex, ChatGPT, Claude, and any MCP client.
Obsidian plugin that runs a local MCP server, exposing vault semantic search and file operations to AI assistants.
Semantic Scholar MCP server: 14 typed tools for paper search, citation graphs, author profiles, recommendations, PyPI/Docker.
Open-source engine for turning documentation sites into searchable, MCP-accessible context for humans and coding agents.
MCP server for iOS leak hunting and performance investigation. 28 MCP tools, 34-pattern retain-cycle classifier with Swift fixTemplate snippets, compareTracesByPattern for CI gating, SourceKit-LSP source bridging. Reads .memgraph and .trace files; macOS only.
MCP server for Agent Wikis — maintained, agent-readable knowledge bases. Read-only, no API key.
backlog: Your AI agent forgets between sessions. Backlog remembers.
Native macOS MCP server — secure local access to Mail, Calendar, Contacts, Notes, Reminders, Photos & Apple Intelligence for AI assistants
Your coding agent starts every session with amnesia — memo fixes that, 100% on your machine. Persistent memory for Claude Code, Codex, Cursor & any MCP client: Markdown source of truth, hybrid search (MLX/CPU + sqlite-vec), time-machine, contradiction radar, nightly self-optimization. No cloud, no keys.
MCP server for Claude Desktop and other Model Context Protocol clients — sandboxed filesystem access (read/write/edit/search) plus Dev Mode-gated shell command execution, scoped to a single workspace root. Local-first, no cloud dependency, full audit logging. Built in TypeScript.
MCP server in Rust for AI agent persistent memory: branch-aware session handoffs, local ONNX embeddings, SQLite-backed semantic search.
Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evidence-linked claims.
Local-first MCP memory server. Indexes Claude Code/Cowork/Telegram chats; any MCP-compatible AI agent (Cursor, Cline, Continue) can search them.
Private, local-first AI assistant for Windows with permissioned tools, durable memory, and evidence-driven small-model improvements.
Local-first, eval-first memory for long-horizon AI agents — no LLM at ingest. Python SDK + MCP server with source-traceable recall, belief revision, selective forgetting, and reproducible benchmarks.
Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner dashboard.
✈️ 24-tool MCP server for Claude Code: preflight checks for your prompts, cross-service context, session history search with LanceDB vectors, correction pattern learning, cost estimation
AI-powered semantic search for Microsoft Dynamics 365 F&O development. Find and understand X++ code through natural language queries via Model Context Protocol (MCP).
Cross-session memory and recall for AI agents — git-synced knowledge base, hybrid semantic+TF-IDF search, auto-distillation with secrets scrubbing
Transactional File System server for Model Context Protocol (MCP). Enterprise-grade tools for AI agents: atomic edits, undo/redo, code navigation, refactoring, git integration. Docker ready.
Open-source Gmail MCP server. Multi-account, read, write, archive, label, auto-unsubscribe. Works with Claude, OpenClaw, Cursor, Windsurf, Cline, and any MCP-compatible AI agent or assistant.
Your AI compass from private sector to federal career — MCP server for USAJobs API
Persistent memory for AI coding agents via MCP — a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter + Gemini Flash → Neo4j (via Graphiti). 12 MCP tools, hierarchical clusters, two-regime confidence decay.
MCP server for your Astro/Starlight docs — search_docs, get_doc, list_docs over stateless streamable HTTP. Astro integration + pure handler + Cloudflare glue.
Shared memory layer for AI agents. Deploy once, connect Hermes/Trae/Cursor/Claude Desktop via MCP - they all share one memory. $0/month on Cloudflare free tier.
Let AI agents see, debug and drive running WPF apps - visual tree, bindings, screenshots, clicks and text input over MCP. Snoop + Playwright for AI.
Shared, structured memory for AI coding agents — MCP server + CLI. One memory layer for Claude Code, Codex, Cursor & every MCP client.
VHK — AI 코딩 세션을 목표·증거·기억·규칙으로 묶는 한국어 CLI. 규칙 동기화, MCP 35 tools, verify/review/preflight 게이트.
Memory that forgets: a persistent, self-revising belief-state MCP server for agentic R&D. Uses a hypothesis DAG to auto-prune dead ends and deduce truth without extra probes.
An MCP server providing curated Swift and SwiftUI best practices from leading iOS sources.
Local-first MCP server for Obsidian vaults — no plugins, no API keys, with schema-validated Bases (.base) support.
The trust layer for the open agentic web—giving AI agents a passport, a bank account, and a trusted marketplace to securely interact with the world.
Verified, fully-local code context for AI agents. MCP-native. No cloud, no editor lock-in.
Local-first knowledge graph for browser tabs. Louvain clustering, PageRank, MCP server for AI assistants, Chrome extension, CLI. 100% private.
Persistent local memory for Claude, Cursor & Codex. 21 MCP tools, hybrid retrieval (BM25 + vector RRF), bi-temporal queries, contradiction detection. SQLite + Knowledge Graph. No cloud, no API keys. npx @studiomeyer/local-memory-mcp
Agent memory that needs no API key, no LLM, and no embedding provider. One command on Bun and it is serving MCP over stdio against a local SQLite store. Drop-in for the MCP reference memory server. Every memory keeps its source, who may read it, and the evidence that contradicts it.
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust, Go, Java, C#.
Local-first clipboard history for macOS — offline semantic search, OCR, content protection, and a built-in MCP server for AI tools. 本地优先的 macOS 剪贴板管理器
Unofficial TimeTree MCP server for Claude, Codex, Cursor, and other MCP clients — read and manage calendars, events, memos, comments, labels, and members.
MCP server giving AI coding agents offline, token-efficient persistent memory — recall decisions, patterns, and bugs across sessions with 68.5% fewer tokens than re-reading context. No LLM, no server; works with 15+ agents.
Local-first memory runtime for AI agents. One command to connect Claude Code, Codex, ChatGPT, MCP workflows, and local agents.
One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/MCP native. Your agent forgot who you are. Again. Dory fixes that.
한국 초등 2022 개정 교육과정 학습 그래프 MCP 서버 — 성취기준 원문 수록
A scenario + entity memory MCP service that provides persistent memory capabilities for Claude Code.
MemoryVault — a self-hosted, graph-aware memory server for AI assistants. Cloudflare Workers + D1 + MCP.
A Model Context Protocol (MCP) server implementation for Freshdesk API v2 integration. This server provides tools for managing tickets, contacts, agents, companies, and conversations through the MCP interface.
Citable research retrieval for AI agents across papers, books, patents, Wikipedia, and public discussions.
Local-first memory for AI agents: one SQLite file, zero deps. Recency-aware exact recall, conflict detection, time-travel journal, MCP server.
Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a portable .brand runtime through MCP.
Local Rust codegraph and verifiable workflow for AI coding agents — project maps, change and test impact, MCP queries, and diff-backed implementation audits.
⚜️ An MCP server for context compaction and recycling in Claude Code
AI-first subjectivity kernel for agents — persistent emotional state, relation dynamics, adaptive reply loops. Zero extra LLM calls.
Token-saving code search for AI coding agents — TypeScript, JavaScript & Python (zero setup), C#, C++, Go & 30+ more, via a language-server or tree-sitter index instead of grep. Local-only, no IDE. Claude Code plugin + MCP + CLI.
MCP server giving AI agents (Claude, Cursor, Windsurf) full control over Rhinoceros 3D v8 — 105 tools for geometry, surfaces, booleans, Grasshopper, viewport capture, and script execution
MCP server that lets your AI assistant read and write Figma in real time — no API token, no rate limits. Works with Claude, Cursor, Copilot, Codex and any MCP client.
MCP server for Apple Photos - query, search, export, and inspect the macOS Photos library via Claude and other AI assistants, plus opt-in album/metadata write tools (read-only by default)
Stop re-explaining your project to AI agents every session. One memory layer for Claude Code, Cursor, Windsurf, Antigravity — local, MIT, no signup.
Agent control plane for governed AI coding: validate changes, enforce policy gates, track findings, proofs, and evals based on your habits.
Janux - One component, two faces: UI for humans, MCP tools for AI agents. The agent-native fullstack framework.
🚀 Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweight Python server with SQLite storage and semantic search.
On-device AI agent engine for mobile apps — embedded Node.js worker with Claude LLM, file tools, code execution, git, and extensible MCP device tools
A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hyperfocus, or sycophancy. MCP-native. No telemetry. AGPL-3.0-or-later. Self-ID sufficient — no diagnosis gating.
Persistent visual memory for AI agents — capture screenshots, embed with CLIP ViT-B/32, compare, recall. MCP server + Rust core library.
MCP server for Gramps Web genealogy API, written in Rust. Inspired by gramps-mcp — more tools, test coverage, smaller image, optional read-only mode.
Open-source bookkeeping + tax knowledge layer для российских бухгалтеров. Markdown skills + MCP-серверы к ФНС/ПФР/ФСС/1С. Apache 2.0. Sister project to ru-legal.
7 AKU-architected skills for OpenCode + Obsidian MCP: obsidian-mcp, inbox-triage, connection-review, weekly-synthesis, context-maintenance, vault-health-feedback, note-promotion. Knowledge Activation v4 with validators, EDD evals, and CI. Built on obsidian-mcp-server. Works with OpenCode and Claude Code.
AnModel Context Protocol (MCP) server for the Unpaywall API. Search article titles, fetch DOI metadata, retrieve best open‑access links, and extract text from OA PDFs—ready for Claude Desktop and any MCP‑compatible client. Ideal for LLM research assistants, literature review, and academic workflows.
On-premise knowledge layer that makes an organization's existing systems (PeopleSoft, Snowflake, Canvas, Salesforce, …) queryable by AI agents over MCP — no data extraction, your data stays in your network.
Local MCP server for governed AI access to SmartSuite
面向智能座舱的云边协同 AI Agent：端侧毫秒级车控，云端声明式 Multi-Agent 与 Skill/DAG 编排，支持 S2S 实时语音、声纹多用户、视觉与 HMI；LLM 只负责理解与规划，VAL 负责确定性安全执行。
The most capable Calibre MCP server — full read/write tools plus multilingual semantic search over your whole ebook library or a single book. For Claude & any MCP client.
Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.
Unofficial local-first MCP server for Samsung Health personal-data CSV/ZIP exports.
A powerful Model Context Protocol (MCP) server that enables AI assistants like Claude Desktop to monitor and manage Java applications through JMX. Provides real-time MBean discovery, attribute management, and natural language JMX operations.
MCP Memory Agent Server - A VS Code chatmode and instruction manager with library integration
Token-lean web microfetch for LLM agents: any URL → clean markdown via CLI, MCP server, and Claude Code plugin. Real browser-cookie auth, passkeys, anti-bot reach, on-by-default prompt-injection defense, plus on-device multimodal ASR/OCR. A single Rust binary — not a browser.
MCP server for Google's free public Knowledge Graph Search API - search for structured entity information about people, places, organizations, and concepts
Local-first MCP coordination hub. One local daemon serves multiple AI assistants across IDEs — shared meetings, tasks, messages, and project registry. Works with Claude, Cursor, VS Code, Zed.
Zero-infrastructure, local-first memory for AI agents. One SQLite file — no Postgres, Neo4j, or cloud. Bi-temporal supersession (updates, never deletes), four-channel hybrid retrieval, and a drop-in MCP server. Runs offline on cheap models. Apache-2.0. Bring your own benchmark.
Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native, Obsidian-compatible second brain — markdown RAG, no vector DB.
SideFX Houdini adapter for the DCC Model Context Protocol
Zero-auth, security-hardened cross-domain research MCP server: web, academic, GitHub, news, weather, macro/finance, SEC, biomedical, Bluesky, YouTube. SSRF and prompt-injection defenses.
MCP server for deterministic procedural generation — seed-based world building, terrain & content systems
OpenEdu MCP Server for educational resources and curriculum planning, integrates with OpenLibrary, Wikipedia and arXiv
面向 agent 的豆瓣 MCP server + CLI：电影/图书查询、个人收藏管理；同时支持 Claude Desktop (stdio/SSE) 与 Claude Code/OpenClaw 等命令行 agent。
Local-first MCP server for Garmin Body Battery, HRV, sleep & training data — Claude/Cursor ready
국가연구개발(정부 R&D) 규정 검토용 MCP 서버 — 혁신법·시행령·행정규칙 55종을 AI로 검색·검토 (Korean national R&D regulations MCP)
Living memory for AI agents with an immune system. Episodes compress into identity. Zero dependencies, works with any client.
MCP server for German & EU law. Verified, citable legal context for any LLM. Daily updates from official sources, hosted in Germany
An implementation of the Model Context Protocol (MCP), acting as a simple bridge to native OS functionalities like clipboard management and URL handling.
Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector index, and expose search/citations to LLMs via MCP tools.
ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no cloud, complete privacy. Multi-agent swarm + 10 MCP tools + hybrid RAG vector DB + . Runs on one GPU (RTX 5090 recommended)
MCP server for Cisco Packet Tracer 9 — let Claude/ChatGPT design, build and validate Cisco network topologies in real time (OSPF, BGP, VLAN, NAT, VoIP, QoS, IPv6, wireless). 57 MCP tools, live HTTP bridge, TypeScript on Bun.
Vault-native MCP server for Obsidian: let Codex, Claude Code, Hermes, and other agents read, search, and safely manage your notes.
Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Rust, Postgres + pgvector.
Local-first MCP server that saves & recalls your AI context in storage you own — files, Dropbox, or Google Drive.
Verifiable agent actions. Every action becomes signed context for the next. Ed25519 signatures, Merkle log proofs, independently verifiable by anyone.
Build a second brain every AI can share: your content in Oracle AI Database 26ai — semantic search with in-database embeddings, a self-compiling wiki, four kinds of agent memory, and an MCP server that plugs it into Claude, ChatGPT, and any MCP client. Runs on the free local container or Always Free cloud.
PeopleMesh is the AI-powered matching layer for modern organizations. It helps people discover the right colleagues, internal opportunities, communities, and projects through semantic search that understands context, not just keywords.
Standalone Node MCP server: semantic search + knowledge graph + vault editing for Obsidian, no plugin required
Self-maintaining and persistent codebase memory for AI coding agents — a deterministic AST index plus agent-written notes that flag themselves stale when the code changes. Works with Claude Code, Cursor, and Codex via MCP + CLI.
VytalLink is a digital health platform connecting personal health data—including Apple Health, Google Fit, and wearables—with AI assistants like ChatGPT and Claude. Includes a Flutter app, Node.js MCP server, and Firebase landing page. Focused on privacy and user control.
Model Context Protocol (MCP) servers that give AI agents local access to macOS apps: Mail, Calendar, Reminders, Messages, Contacts, Notes, Shortcuts, Files, System, and Maps. Unified server plus focused single-app servers.
Local hardware intelligence for AI coding agents. Zero cloud. Zero telemetry.
Persistent Agent Runtime — self-hosted cognitive runtime for AI coding agents: semantic memory, knowledge graph, agent coordination, event-driven workflows, and autonomous self-maintenance via MCP
Markdown-first multi-model AI orchestration in one tmux session. A single coordinator (Chrono) routes scoped markdown task packets across 4 frontier model lanes (GPT-5.6 Sol / Claude Opus 5 + Fable 5 / Gemini 3.5 / Kimi K3) and 73 role-based specialists — with cross-family review gates, git-snapshot safety rails, and no server. Dogfooded.
A semantic search and retrieval system for local documents using vector embeddings. Powered by MCP (Model Context Protocol).
Semantic Memory for MCP. 100% Local & Private. Store, recall, and forget with vector search via ChromaDB
Local-first AI agent memory — one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs.
Multi-account tool broker for AI agents — use tools on demand from the CLI or connect through MCP, with credentials kept local.
Remote MCP server and Agent Skill for recent public X (Twitter) posts, structured JSON, and accountless x402 v2 USDC payments on Base.
Deterministic, self-hosted long-term memory for AI agents: store facts instead of transcripts, recall only what matters.
Open-source governed memory for AI agents: prompt-injection-resistant writes, purpose-bound retrieval, provenance, and tamper-evident audit.
Draw.io MCP server for RF, electrical, PCB, and EMC engineering diagrams — 10 tools, 269 stencil symbols.
The Cowork Agent for Everything — trainable advertising AI + 14 platform MCP servers + agent skills. Based on minimind (42k stars). Train from zero in 2 hours.
A memory graph designed for the agent that uses it, not the human who feeds it. Engrama reconstructs context from associations on demand, replacing the "stuff everything into the prompt" reflex with targeted graph traversal. SQLite default, Neo4j optional.
Persistent cross-session memory for AI coding assistants. Works with Claude Code, Cursor, Windsurf, Cline, OpenClaude, and MCP-compatible editors.
Local-first Apple Mail MCP. Dead fast. Dead simple.
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + pgvector. No cloud required.
MCP server, CLI, and web dashboard for Ren'Py visual-novel development — inspect, drive and debug a running game from an AI agent or the browser
1,000+ open taxonomy systems with 1.2M+ codes and 320K+ crosswalk edges. NAICS, ISIC, NACE, HS, SOC, ISCO, ESCO, CPC, UNSPSC, ICD-10/11, Patent CPC, GDPR, and more - all connected. REST API + MCP server for AI agents. Open source (MIT) by Colaberry Inc.
TypeScript starter template for building Model Context Protocol (MCP) servers, designed to help developers create secure and robust AI-agent-compatible services.
Pacotes bncc (npm/PyPI) e servidor MCP: o dataset bncc-dados consumível em uma linha
High-performance Model Context Protocol (MCP) server gateway for Claude Pro. Seamlessly bridges Claude Web UI with local environments, file systems, and secure execution layers.
Local Codex MCP harness: contracts, persistent RAG memory, raw traces, verification records, governance policy and PASS/FLAG/BLOCK audits, observability reports, harness profiles, eval runs, Meta-Harness-lite promotion records, natural-language harness specs, MCP resources/prompts, multi-client installer, and completion gates.
Local-first repo maps for coding agents—ranked files, test routes, risks, CLI/MCP/GitHub Action, and public GitHub URLs.
🧠 Production-ready MCP server providing intelligent memory for Claude Code with async architecture, Neo4j knowledge graphs, smart chunking & enterprise security. One-command Docker deployment.
Local JSON memory store for context engineering with GitHub Copilot and MCP clients. Includes CLI, MCP server, and custom VS Code agent.
A local, privacy-preserving knowledge-base MCP server with semantic search (RAG) for Claude and other AI assistants.
MCP-powered memory, policy, and experience layer for safer AI agents.
Your agent can read git log. It can't read the shell commands you tried that failed. NexusMem indexes shell history with exit codes, git commits and diffs, and project docs into a local SQLite database, and serves back a token-budgeted slice on demand. No cloud, no account.
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.
Give any LLM a private, self-hosted brain on your NAS: categorized memory & skills, your tools, devices, email, calendar & webhooks, an encrypted vault, roles & per-user areas — single-user or multi-user, all through one MCP connector.
Local-first nutrition MCP for Claude/Cursor: USDA food search, barcode + photo, meal logging
git for agent brains — move, debug, and secure AI agent state across 10 frameworks
MCP server for Scholar Sidekick — resolve any scholarly identifier (DOI, PMID, PMCID, ISBN, arXiv, ISSN, ADS, WHO IRIS) into 10,000+ CSL styles or nine export formats, single or batch.
Memory your agent can trust — every answer carries its source; when it doesn't know, it says so. Hermetic, local, MCP.
The continuity layer for everything you do with AI. A self-hosted, open source server any tool plugs into over MCP or REST: hybrid vector + lexical recall, an auto-built knowledge graph, sleep-style consolidation, procedural and persona tiers, OAuth 2.0, multi-tenant. SQLite or Postgres. MIT.
Lightweight Python CLI for managing FRP instances, with local stdio MCP support for LLM-assisted proxy maintenance.
Local-first MCP memory server for AI coding agents with compact retrieval and project/global scopes.
Turns any text stream into a dated history of how its subject changed. Point it at your Claude Code / OpenCode sessions to track how you think and work, or at market news, research notes, or any corpus to track how that changed — raw records to observations to bi-temporal facets to narrative, with provenance, served over MCP. Single pure-Go binary.
Long-term memory for AI coding agents. Works with Claude Code, ChatGPT, Cursor, Gemini CLI, VS Code Copilot, Windsurf, Claude Desktop, Codex CLI. Deploy once to Cloudflare Workers (free), use everywhere.
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
The provenance-first personal graph engine behind Wend. A typed graph of people, organizations and events where every fact carries a source, every AI write is a human-confirmed proposal, and any MCP-capable agent can plug in.
Open-source toolkit for 1C:Enterprise/BSL: 180 diagnostics, formatter, LSP, CLI, VS Code/Cursor extension, SARIF, MCP server, and RU/EN documentation.
A tiny, universal memory engine for humans and AI agents — CLI, HTTP API, MCP server, and shared memory hub in one small Go binary
MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, and training analysis
Experimental local-first memory CLI for MCP agents: read-only Gmail, calendars, iMessage, and files → cited local context
Vellis — open-source context graph engine for AI agents: typed, local-first memory with explicit schema, validated change, deterministic query, migration, snapshots, replay, and audit. MCP-native. Apache-2.0.
LIFE — Persistent identity architecture for AI agents. 16 MCP servers: drives, heart, memory, patterns, journal, genesis, garden, vision, voice, and more. Zero dependencies. Built across 938 conversations.
MCP server for philosophy texts — PhilPapers/PhilArchive scholarship plus public-domain classics (Gutenberg, Internet Archive, Wikisource), open-access books (DOAB), modern editions (Open Library), and the Stanford Encyclopedia. No API key required.
Local-first codebase knowledge-graph MCP server for AI agents (Claude Code, Cursor, Codex). Symbol graph over MCP so agents stop wasting tokens re-scanning files. Watch-first · 21 languages · faster, leaner & more accurate than the incumbent.
Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ available). 88.2% LoCoMo. Works with Claude, Cursor, Windsurf.
MCP server exposing 58 tools for Loom's GraphQL API. Works with Claude, Cursor, or any MCP client.
Developer acceleration layer for enterprise RAG + agent pipelines. 32 production-style flagships on LangChain, LangGraph, CrewAI, Temporal, OpenAI Agents SDK, pydantic-ai. Permission-aware retrieval, chunk-level citations, schema-enforced output. Built on Model Context Protocol (MCP).
OSC ↔ MIDI/SysEx bridge for 849 hardware synths and music software (Ableton, Bitwig, Reaper, Sonic Pi). A MIDI MCP and OSC MCP for Claude.
Use Codex from Claude Code, or Claude Code from Codex, through the subscriptions you already have. Multi-turn consultations between agent CLIs with no provider API key, a validated response envelope, and a local dashboard of every consultation.
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
Decision memory for AI coding agents. A local-first Go binary and MCP server: records decisions with evidence, scope, provenance and expiry, packs the relevant ones into each agent session within a token budget, and links commits back to the decisions that were in scope when they landed.
🧠 Elasticsearch-powered MCP server with hierarchical memory categorization, intelligent auto-detection, and batch review capabilities
A autonomous, local-first personal intelligence layer. Features an Active World Model, Qdrant Graph Memory, Circadian Rhythms, and MCP integration to act as the hidden brain for your digital life and IDEs.
A shared brain for people and AI. Self-hosted knowledge base with built-in MCP server, wiki-linking, graph visualization, mobile sync, and plugin ecosystem.
Exam-scored knowledge brains for AI agents: paste a docs URL, get a searchable brain over MCP with a measured score and known gaps. AGPL.
Enhanced Obsidian MCP server with hybrid plugin control - filesystem-native and API-based tools for Tasks, Dataview, Kanban, Canvas, and more
Session and event store for MCP server, also allows distributed coordination between servers.
Point at your UI. Tell Claude what to change. Watch it happen. Visual overlay for annotating and inspecting UI elements — Claude applies your design feedback directly to source code.
Model Context Protocol server for Attio CRM - enables Claude Desktop and Cursor to interact with your Attio workspace
MCP server for SiYuan Note — connect AI assistants to your knowledge base
Open-source (AGPL v3) personal finance app with a first-party MCP server. Track your money here, analyze it anywhere — query your finances from Claude, Cursor, or any MCP client. Self-host with Docker or use the free cloud.
Local-first memory, observation, and autonomy layer for Claude. A background daemon that learns from your sessions.
Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-tool BrainBar surface with ToolAnnotations
A TypeScript MCP server providing 160 tools for the Storyblok Management API
AILmanac — the always-current, community almanac for getting the most out of Claude and every AI. For all levels.
MCP server manager plugin for DeepSeek Harness: Settings → MCP page, OAuth (PKCE + dynamic client registration) or static-token auth, tools registered as mcp__<name>__*
dk — CLI for Dakera self-hosted AI agent memory. Manage memories, namespaces, vectors, knowledge graphs, and sessions.
Local-first MCP server for WHOOP recovery, HRV & sleep — Claude, Cursor, ChatGPT ready
MCP server for Yandex Metrica — query your web analytics in plain language from Claude, Cursor, and other AI agents. Secretless one-command login (PKCE), read-only, TypeScript.
Sequential Thinking MCP server follows First principle thinking framework
Conta Azul MCP — conecte o ERP Conta Azul ao Claude, Cursor e agentes de IA. Vendas, clientes, produtos, contas a pagar/receber, parcelas e NF-e em linguagem natural. 35 ferramentas, OAuth 2.0, lê e escreve. Conta Azul ERP for AI agents (MCP, Brazil).
Curated Knowledge API for AI Agents — 68 MCP tools, 200+ skill packs, 46K chunks, semantic search over 670K vectors, 5-layer validation pipeline. Works with Claude Code, Cursor, Cline, Windsurf.
Keyless MCP access to official Luxembourg public data — 21 tools over 15 public systems, zero dependencies
Use ChatGPT as the brain and your local computer as the hands — a safe, permissioned local MCP gateway with default-deny security, local approvals, and full audit logging.
A comprehensive unified knowledge management system integrating multiple data sources with advanced search capabilities
Local-first semantic knowledge graph with magnetic-pull retrieval
A living second brain that connects everything you think with — your AI agents, your notes, and beyond.
🧠 Kahuna is a context engineering platform. It's persistent memory for AI coding copilots. Teach it once, surface context automatically. MCP server for Claude Code.
Global Notion workspace-accessible MCP server for all Notion pages within the workspace
Model Context Protocol (MCP) server for LightRAG - 30+ tools for RAG and Knowledge Graph operations. Easy installation via npx or uvx.
A Claude Code plugin that gives Claude fully automatic, per-project cognitive memory with hybrid search, session lifecycle hooks, and local embeddings.
TDPilot v2.4.0 — local-first TouchDesigner AI copilot with 114 MCP tools, truthful concept routing, deterministic visual techniques, transactional execution, live validation, bounded repair, and rollback.
High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-only, MCP.
MCP and agent skills for Cities: Skylines II knowledge and mod project workflows.
Free token launcher for AI agents on Base. Uniswap V4. 80% creator fees. LP locked forever. Deploy via Farcaster (@clawd), CLI, or smart contract.
🏺 An MCP server for checkpointing and file recovery in Claude Code
MCP server for AI memory -- hybrid search (BM25 + semantic + knowledge graph), temporal decay, local-first
🧠 Persistent memory for AI agents. SQLite for agent state. Zero cloud dependencies. Local embeddings. MCP-native integration with Claude Desktop/Code, Cursor, Windsurf & more.
The Karpathy LLM Wiki, production-ready. Zero-RAG personal knowledge base with MCP server, multi-agent support, knowledge graph visualization, and hallucination enforcement. No embeddings, no vector DBs — just markdown + git.
Persistent codebase knowledge layer for AI agents. Pre-builds architecture, dependency, coupling, and risk knowledge served via MCP. 27 languages, 13 tools.
Local-first GenAI lab with a React frontend and Spring Boot backend, supporting Ollama, Amazon Bedrock, Hugging Face, RAG document retrieval, MCP-backed AWS tools, streaming chat, persistent sessions, and artifact/report workflows.
Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.
MCP server exposing WordPress internals to AI - hooks, schema, security, and test data. Inspired by Laravel Boost.
A brain for your mail: MailFathom turns IMAP mailboxes into a self-hosted, AI-native service. Mail synchronizes into your own PostgreSQL, is indexed for search and retrieval, and is served to AI agents over the Model Context Protocol. Read-only today; semantic retrieval, answering, and gated write tools next. .NET 10, Apache-2.0.
Portal de arquitetura auto-hospedado + linguagem executável: catálogo verificado, landscape C4 com drill-in, governança (fitness functions e SLO por caminho crítico) e editor no browser. Binário Go único, com LSP, MCP e WebAssembly.
Native macOS menu-bar app that turns your Mac into an MCP server for Notion AI agents and local coding clients.
Let AI agents watch videos — cloud-hosted MCP server with transcript + frame extraction for TikTok, YouTube, and 1000+ platforms
Model Explorer for Laravel — a zero-config browser UI and MCP server for exploring your Eloquent models, relationships, scopes, and data.
AletheiaDB: The cognitive memory engine for AI agents with fact supersession.
MCP server for Shopify with full OAuth flow, 30+ tools for products, collections, inventory, draft orders, metafields, and bulk operations.
CNKI(中国知网)文献检索·PDF下载·Zotero自动导入关联 MCP 服务器 | MCP server for CNKI literature search, PDF download, and Zotero import
the memory layer of your codebase. Knows the WHY, the WHAT, the WHERE-IT-BREAKS.
Local-first, audited memory MCP for Claude Code, OpenAI Codex, Gemini CLI, Cursor, Cline, Continue and OpenCode. Your agent gets a navigable cognitive map instead of a bloated context file. Zero cloud. SQLite local storage. Every mutation audited.
Local-first persistent memory for Claude Code, Cursor, ChatGPT & every MCP client — one Markdown vault, shared across every AI tool.
Patient-directed MCP bridge between Claude and Kaiser Permanente's patient portal.
Local, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates — no cloud.
Full unofficial agentic Infomaniak MCP server — guided automation of web hosting, mail, kDrive, domains and DNS.
Agent-agnostic AI memory MCP — never forget a conversation again
CogmemAi — Cognitive Memory for Any Ai System. Autonomous robots, self-driving vehicles, defense systems, coding assistants, and more. 91% LoCoMo benchmark — above human performance.
MCP-compatible context and memory system: paged code navigation for AI assistants, plus a recorded, verified theory of what is known about the code.
MCP server for DriftGuard — exposes AI conversation drift scores and session health to Claude Desktop and other MCP clients
Connect AI agents to live QGIS Desktop through a secure local MCP bridge with 100+ specialist tools and resumable visual workflows.
Code knowledge graph and MCP search server with tree-sitter parsing, vector + reranker retrieval, and bitemporal knowledge.
Open-source coordination engine for AI agents, over MCP. Atomic claims, shared ledger, leases, presence, handoffs, tasks. Self-host it or use the hosted service at llm-bus.com.
🧠 Persistent local memory for AI assistants across conversations. SQLite, no cloud, no config, works with any MCP client.
The agent eval standard for MCP — score output quality, catch safety failures, enforce cost budgets
Model Context Protocol server for Logseq knowledge base integration with AI assistants
This repository contains a complete developer setup for .NET backend vibe coding with GitHub Copilot.
Persistent memory for Claude Code. Automatically indexes every conversation and provides production-grade hybrid search (BM25 + vectors + reranker) via MCP tools. 100% local, zero config, zero API keys.
MCP server for planning hikes anywhere in Switzerland — Wanderland routes, elevation, weather, public transport. Bun binary, no API keys.
Agent coordination MCP server — shared blackboard, decision tracking, and context assembly
Turn any website into a portable, agent-ready Open Knowledge Format (OKF) bundle — no LLM required. Crawl, sync, chat offline, and serve docs to coding agents over MCP.
MCP server for persistent AI memory. 28 tools — semantic search, emotional processing, identity continuity, subconscious daemon. Built on Cloudflare Workers + D1 + Vectorize.
Official Aiqbee AI developer tools and integrations. Connect AI assistants to your Aiqbee knowledge graph via MCP.
Personal brand-taste memory for Claude Code: capture liked designs → local MCP sidecar → /design generates frontends in your accumulated taste. Brand-scoped cases, aspectual feedback, NEVER rules, approval-gated distillation.
Local, private memory for AI agents — one vault on your Mac, shared by Claude Code, Cursor, Codex and more over MCP
A Model Context Protocol (MCP) server for the eBird API, allowing Claude and other AI assistants to access bird observation data, hotspots, and taxonomy information. Easy integration with Claude Desktop.
MCP server for Pi-hole v6 API - control DNS blocking from Claude Code
Agentic gateway providing persistent LLM memory via a markdown wiki. Open-source core of Kortexio.
DNS for AI agents: a self-hosted registry to register, discover, and health-check MCP agents. One Go binary.
Open-source team memory layer for AI coding agents — markdown files in git, user→team→org hierarchy, cross-vendor MCP server. Apache-2.0.
One local-first MCP server for agent working state — clipboard history & snippets, TTL cache, file-organizer overlay, and a knowledge graph — plus a live desktop activity lens. 40 tools, SQLite everywhere, no daemons. Apache-2.0.
Active state management for multi-agent coding — one versioned project brain (brain.klypix) over MCP
Model Context Protocol server for Ethora: login, app & chat management, and wallet tools (ERC-20) for MCP clients (Cursor, VS Code, Claude).
Hosted MCP server + slim wiki projection of the First Principles Framework (FPF) by Anatoly Levenchuk. Bounded, vectorless retrieval over 292 patterns and 3 curated routes — addressable by stable FPF IDs, synced daily from ailev/FPF.
Self-hosted AI roleplay client with memory that survives long campaigns — tiered canon/heuristic/reflex writes, retrieval-time privacy ACL for group chats, and native MCP tool support. Imports v2/v3 character cards. Runs on Ollama, OpenAI, Anthropic, OpenRouter, or any OpenAI-compatible endpoint.
Model Context Protocol server for Zotero - search, cite, and manage research references in AI applications
Your cloud knowledge base, in any coding agent — open-source CLI, SDK & MCP server for the Unison brain.
Musubi (結び) — Ai Agent shared memory and thought layer. The braiding of threads between presences.
Multi-repo code intelligence for coding agents, indexed spaces served over read-only MCP
Turn code tasks, diffs, and stack traces into local, relationship-aware context packs for coding agents.
Persistent memory for Claude Code Channels via Telegram, powered by Supabase and MCP.
Brain-like persistent memory for AI agents. Hybrid search, knowledge graph, sleep-consolidation lifecycle, expert routing (HMoE), and a graph-Laplacian diffusion subsystem driving decay, consolidation, auto-link, and spectral retrieval. 65 MCP tools. Local, no cloud.
Reliable memory and context infrastructure for AI coding agents: source-backed facts, review-gated learning, MCP/SDK/UI, and replaceable Qdrant/Graphiti retrieval.
Stateless NPC intelligence with layered memory cycles, personality evolution, voice interaction, and MCP-based agency in game environments.
Multi-bot Telegram platform powered by Claude AI with persistent memory, MCP integrations, and team coordination
MCP server providing long-term memory for AI agents — knowledge graph with Qwen3 embeddings, continuous learning, and knowledge evolution
Local-first second brain for your handwritten reMarkable notebooks, searched through Claude Desktop.
WorkForge is a Windows MCP gateway that lets ChatGPT inspect files, resume Git work, make SHA-guarded edits, read images, and run supervised PowerShell jobs.
Bi-temporal agent long-term memory: SQLite-backed MCP server with recall ranking, hybrid vector+FTS recall, and a source-staleness signal
RAG MCP Registry Finder (RAGMap): subregistry API + MCP server + Firestore ingestion
道旅RollingGo官方酒店MCP，14年旅游科技数据栈，200万酒店实时库存直连，11万直签，渠道专属价，兼容40+主流大模型代理。企业和个人开发者均可免费申请，无调用上限。可按地点、日期、星级、人数、标签等条件搜索酒店，返回候选酒店及展示价。可查询指定酒店的实时房型列表、价格计划和取消政策。
Unify, search & analyse your AI chat history from Copilot, Claude, Cline, Roo Code, Cursor, Windsurf, Aider & Antigravity — with MCP server. 100% local.
Sync Canvas courses into a local Obsidian vault — transcribed lecture notes, a cross-lecture concept graph, homework and deadlines — then study it with Claude or Gemini over MCP.
A template for building structured, self-healing, agent-accessible knowledge bases. Zero dependencies. Git-native. Ontology-driven. Multi-output.
Reference template for building production-grade MCP servers for Bitrix24. Nuxt 4 + @bitrix24/b24jssdk, tested, deployable, with an agent feedback loop built in.
Local-first MCP memory server for operational project state: decisions, blockers, plans, patterns, and next moves.
MCP server and CLI for Bazel-based Apple platform development — tools for iOS, macOS, tvOS, watchOS, visionOS builds, testing, debugging, and device workflows.
Decantr AI design intelligence layer for AI-generated web applications
Structural code intelligence and persistent memory for AI coding agents, served over MCP (Claude Code, Codex).
MCP server for prediction markets — search and compare across Polymarket, Kalshi, Limitless, Manifold
MCP server for Standard Notes with end-to-end encryption (protocol 004). Read/write notes from Claude while keeping E2EE intact.
MCP server for the Fellow Aiden coffee brewer. Lets Claude push profiles, scrape roaster pages, and apply brewing heuristics. Unofficial.
Local-first AI assistant runtime with native desktop, self-hosted gateway, MCP, memory, tools, tasks, and BYO models. Built in Rust.
MCP server for Pi-hole v6 — DNS blocking, query analysis, and multi-instance management for AI assistants
Create unlimited AI chatbot agents for your website — powered by OpenAI-compatible LLMs, RAG, and MCP.
An MCP time server that keeps your AI honest about time. Zero-dependency clock + drift guard for Claude Desktop, Claude Code, and claude.ai — local, remote, and hook flavors.
Your AI starts every session from zero. Your project stays on course. Structured plan, build and review cycles for any MCP-capable AI coding tool.
Self-hosted MCP memory server — 35 tools for persistent context across AI coding sessions. Runs on Docker with PostgreSQL + pgvector + Ollama.
Python SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.
Deterministic MCP tool flows for AI agents. Remove unnecessary LLM calls between predictable tool steps.
MCP server bridging AI coding agents (Cursor, Claude Code, Codex, Windsurf, Kiro, Antigravity) to the Customaise Chrome extension. 18 tools: UserScripts, AgentScripts, WebMCP calls with HITL consent, visual DOM targeting, tab control.
Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.
Cross-project memory for AI coding agents. MCP server that maintains context, decisions, and knowledge across workspaces. Fully local.
MCP server for MyFitnessPal — log meals, search foods with macros, track trends from Claude or any MCP client. Cookie auth that works post-Cloudflare, with automatic session refresh.
Structured business ontology that gives AI agents deterministic access to institutional reasoning.
Persistent code-knowledge memory for AI chats. An MCP server that caches a codebase's structure and summaries in a local SQLite "brain" so sessions query it instead of re-reading files — token-cheap, 100% local.
The open-source, self-organizing memory for all your AI tools. Single-tenant, yours, over MCP.
Local-first semantic search for your ChatGPT, Claude, and AI conversation history. Python CLI + MCP server for Claude Desktop. Uses sentence-transformers + ChromaDB. No API keys, nothing leaves your machine. Part of the Resonant ecosystem.
Turn any markdown vault or codebase into a cited, AI-queryable knowledge graph. Local-first CLI, web viewer, and MCP server.
Knowledge engine for AI agents — persistent memory, vault, and brain that learns
Lightweight journal/memory plugin for Claude Code with zero ML dependencies. Features slash commands, proactive skills, and auto-capture hooks.
Open-source MCP server providing medical billing knowledge (ICD-10, CPT, denial codes) for AI assistants
MCP server for ros2_medkit. Bridge LLM agents to the SOVD REST API for ROS 2 diagnostics and remote operations.
MCP server for Open Knowledge Format (OKF) bundles — okf-ingest's deterministic consume verbs (context, search, impact, diff, doctor) as agent tools
Give your AI a perfect, infinite memory. A local-first, zero-LLM memory system and Model Context Protocol (MCP) server designed to give AI assistants (like Claude, ChatGPT, and custom agents) a searchable, structured "Memory Palace."
Local-first context engine for LLM agents — retrieves, weighs, and compresses your codebase into the context window with no LLM call on the retrieval path. SQLite knowledge store; CLI + HTTP + MCP; know/miss agent contract.
Local-first AI coding and automation agent with automatic Ollama setup, hardware-aware models, RAG, MCP, and a friendly terminal UI.
Zotero 10+ Local API and PubMed MCP research workspace: Keeper 2.1, PubMed Search 0.6.1, and a one-click VS Code extension.
High-performance local SQLite FTS5-based tool output cache and MCP multiplexer for AI agents.
Swift-native MCP server for Microsoft Word (.docx) — 233 tools, the first pure-Swift OOXML library (no Word required). v3.13.5 closes #56 round-trip silent corruption (5 sub-stack rounds, 30 findings via 6-AI verify). Office.js Roadmap P0 100%: Track Changes, SDT, styles, numbering, sections, hyperlinks. Byte-preserving overlay save.
Hermes Agent plugin for local knowledge search and artifact routing—find the right skill, script, runbook, cron job, MCP server, or document.
Model Context Protocol (MCP) server for local vector storage & semantic search (ChromaDB, OCR, async ingestion).
MCP server for driving AmigaOS 4.1 machines (QEMU + real hardware) via Model Context Protocol
MCP server exposing the full PuTTY toolchain — 30 tools for SSH, SCP, SFTP, serial, key management, registry sessions, and multi-hop
MCP server for self-hosted Docmost (Community Edition) — read & write your wiki from Claude, Cursor & VS Code
A pluggable Model Context Protocol (MCP) server and headless CLI for the Open Knowledge Format (OKF).
MCP server for the Aesthetics Wiki (aesthetics.fandom.com) — search, read, and discover aesthetics from your LLM.
MCP server for human-in-the-loop surveys, A/B preference tests, ratings, and rankings. Get real human feedback inside Claude Code, Claude Desktop, Cursor, Windsurf, and any MCP client — powered by Datapoint AI.
Your AI agent's Edit isn't atomic. This MCP makes it so — atomic multi-file changes with rollback for Claude Code, Codex CLI, Cursor agents.
Universal project management for AI coding agents — MCP server + CLI + git-native task board
AI memory server with 56 tools. Knowledge Graph, semantic search, session tracking, multi-agent support. Free tier available.
Local-first personal Markdown knowledge base with semantic search, AI Q&A, MCP, desktop/web clients, and a self-hostable zero-data-at-rest relay.
Use less context in Claude, Codex, and Cursor. Local AI memory and verifiable work briefs for long-running tasks.
A TypeScript package for interacting with the GitHub API through an MCP (Model Context Protocol) server integration.
Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.
Single MCP server for Belgian, free/opensource & aggregate 16 APIs / 63 tools: transport, statistics, open data, addresses, weather, air quality, and geospatial services.
Personal MCP-powered digital hub - private data center with AI integration for memory, notes, and personal knowledge management
Nexus Prime fuses multimodal AI (text, vision, audio, real-time data) for zero-shot learning, ethical reasoning, and simulations in climate and medicine. Quantum-inspired algorithms enable exponential speed, solving intractable problems in seconds.
Git LFS for your LLM context — 20x Context Savings — an MCP server that keeps big documents out of the model and returns byte-exact quotes for a fraction of the tokens.
Unofficial local-first Polar AccessLink Dynamic API v4 MCP server for AI agents
MCP server + Claude Code skill + indexed docs for developing Electra One MK2/Mini widgets and presets
File-first memory runtime for AI agents — versioned, portable, and always there when the next session starts.
Search EU legislation, CJEU case law, and treaties; traverse the CELLAR relationship graph; resolve EuroVoc concepts via MCP. STDIO or Streamable HTTP.
Read-only MCP server for FP&A & management reporting — governed metrics, financial statements and drill-down over a SQL semantic layer. Your own financials on your own warehouse, not market data. Open core of Précis. (metric engine · ClickHouse · OIDC · Docker)
Local AI memory system for Node.js — verbatim storage, semantic search, knowledge graph, MCP server. Port of the Python MemPalace.
Local-first engine that grounds an AI agent's answers in your own Markdown and captures what it learns back into the KB — Node · TypeScript · MCP.
TypeScript core + CLI + MCP server to automate routine interactions with Chile's tax authority (SII), for Claude Code and Claude Desktop. Unofficial.
Engineering OS — a suite of Model Context Protocol (MCP) servers that bring engineering discipline to AI coding assistants: dependency & version governance, hallucination detection, security/architecture/QA/performance review, multi-agent code review, self-healing, and compliance.
MIND MCP Server — 24 tools, 147 actions. Personal knowledge graph AI memory for any MCP-compatible agent.
MCP server for the Rakuten Web Service API. 28 read-only tools across Ichiba (e-commerce), Books, Travel, Recipe, Kobo, and GORA (golf). Bilingual EN/JA tool descriptions.
MCP server for agent memory over HexxlaDB—ring retrieval, embeddings + lexical search, seams, facets, YAML persistence policy, localhost HTTP transport.
AI-driven architecture browser: MCP server + desktop app. Claude Code, Codex & other AI agents explain your codebase with guided walkthroughs, diagrams and visual artifacts. Read-only, local-first. Tauri + Rust + Svelte.
Rust SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. HTTP/gRPC, vectors, hybrid search, knowledge graphs, sessions.
Self-hosted operator console for Magnific / Freepik AI. REST + MCP, 48 image models, 52 video models, credit-safe job engine
Let AI agents message each other and hand off work across tools, sessions, and machines.
Give your AI agent tools that work across machines — peer-to-peer MCP bridge with permissions and zero config networking.
Open source memory infrastructure for AI and humans. Turn scattered knowledge into AI-ready context across Claude, Cursor, ChatGPT, and any MCP client.
Rust homelab control plane and Labby MCP gateway for agents, plugins, registries, stash workspaces, setup, logs, fleet operations, CLI/API/web UI.
KiCad MCP server: 100+ Model Context Protocol tools that let an AI assistant do schematic capture and PCB layout. Place parts, route traces, run ERC and DRC, export Gerbers, BOM, and 3D models.
Production-backed 6-layer memory architecture for AI coding agents. Model-agnostic — works with Claude Code, Cursor, Aider, Copilot, or any custom agent. Includes templates, scripts, interactive wiki graph builder, and one-line installer.
Measure the context-window tax an MCP server charges your AI agent — the real token cost of its tool schemas + responses. Ground truth (Anthropic count_tokens) or keyless estimate. Cross-platform single-file CLI.
Search your data exports from Google, Telegram, Spotify, and Instagram in one place. Everything runs on your own computer. Hybrid search and MCP, built in .NET 10.
Persistent Project Context for Cursor, IDEs and VS Code — IANA-registered .faf format · 25 tools
Your AI workforce. Multi-agent orchestrator across Telegram, Slack, WhatsApp, Discord, and many more. The first solo AI agency to rule them all 🦎
Three-phase Claude tooling for embedded firmware: MISRA Skill + Datasheet MCP + HIL pipeline. Verified end-to-end on STM32F4-DISCOVERY hardware.
A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability
Tentra MCP — memory for AI coding agents. Persistent code graph + AI architecture diagrams. 32 MCP tools. Works in Cursor, Claude Code, Codex, Windsurf.
RTL-SDR + MCP server: spectrum, waterfall, FM audio, station DB, GNU Radio demod — web dashboard and AI control via FastMCP 3.4
MCP server and Skills for Japanese scholarly literature and digital archive research.
A modular Obsidian vault template for professional profile management, career tracking, and AI-assisted application preparation — CVs, grants, fellowships, and more.
Philippine civic data as MCP tools: the full PSA OpenSTAT statistical catalog, hazards, weather, procurement, and one-call area profiles. 32 tools, no API keys.
Unofficial MCP server for discovering and querying Armenian National Library archives and data
Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).
SWAG reverse proxy configuration management via MCP. Create, edit, view, and manage nginx proxy configurations with auth integration.
A standalone Edge-RAG Memory Daemon for autonomous AI agents. High-performance Rust core (SurrealDB/RocksDB + Axum) with Bayesian Math Retrieval, multi-language AST indexing, and enterprise Semantic Redaction.
A team's knowledge, captured where the work happens, filed by an agent, and answered with citations you can check.
Unified MCP server for Stremio: search movies/series, browse catalogs, list streams via addons, and play/control content on an Android TV. Works with Claude and any MCP client.
An MCP server generator for Ansible. Reflects every installed module from ansible-doc into typed, LLM-callable MCP tools.
Self-hosted AI agents and workflow automation with human-in-the-loop approvals, a policy engine, connectors, MCP, and a hash-chained audit log.
Local code intelligence graph for AI coding agents: Tree-sitter static analysis, structural code search, dependency impact, blast-radius analysis, CLI and MCP server.
Long-term memory for AI agents that stays correct — zero-dependency Python + MCP server for Claude Code. When a fact is corrected, the old value stops coming back.
Pulse — Hermes-style self-improving AI agent. Reliability-first rebuild with evaluated skill self-evolution, multi-agent team orchestration, dialectic user modeling, and fully self-hosted default stack (Ollama + SQLite FTS5). Apache 2.0 license.
A Model Context Protocol (MCP) server that provides AI agents with persistent memory and semantic file discovery.
Give AI full control of a live Chrome browser via CDP with 145 tools for automation, network and DOM capture, structured extraction, and session recording through MCP.
AgenticStore: The secure toolkit for AI agents. Instantly equip Claude Desktop, Cursor, and Windsurf with 27+ MCP tools, persistent memory, and SearXNG search, all protected by a built-in PII prompt firewall to protect your data from being exposed to AI agents.
Pi Arcweld, an auditable local workspace for Pi: pinned upstream source, curated extensions, bounded MCP tooling, and a reproducible external runtime (pi-arcweld)
The knowledge base AI coding agents share. Submit, search, and reuse battle-tested solutions across teams. Self-hosted, MCP-native, AGPL-3.0.
Your AI, on the canvas — connect Claude Code, Cursor, or any MCP client to Figma: read, edit, audit, build. The file itself carries your rules and rulings. Works on every Figma plan.
AIDA-AUDIT: IDA Pro + MCP + AI agents for automated binary audit.
Read-only MCP server for personal finance analytics over ZenMoney API — spending, budgets, trends, net worth for Claude, Cursor, and other MCP clients.
Docker image to run a self-hosted MCP (Model Context Protocol) gateway with Bearer token auth. Multi-server hub powered by MCPHub + Caddy. Streamable HTTP + SSE transport. Access filesystem, fetch, GitHub, Brave Search, Git, PostgreSQL, memory, and more from a single endpoint. Multi-arch: amd64, arm64.
Symbiote bonds with your AI tools — giving them memory, context, and your coding DNA.
MCP server for crypto portfolio tracking. No dashboard UI — AI hosts render on demand. Bybit, Binance, MetaMask, Solana, Polymarket.
A live terminal dashboard for a SereneDB server: storage, memory, sessions, per-thread CPU and a perf-backed profile, cheap enough to leave open.
Elevate MCP servers into authenticated HTTP endpoints. Self-hosted, in one container.
Open-source, language-agnostic documentation tooling that bridges code and docs. Built for humans, LLM agents, and dev workflows.
Encrypted memory layer for AI agents, built on Nillion's Blind Computer. MCP server + vault SDK that no operator — not even us — can read.
Persistent memory for Claude Code. Survives compaction and session boundaries: anti-patch reconcile-on-write with LLM-judged de-duplication, a forced PROGRESS.md handoff, a live PLAN.md anchor with an enforced directive ledger, FTS5 search, MCP tools and a GUI. Pure stdlib Python, zero runtime dependencies.
Persistent, structured memory for AI agents — a human-readable Markdown wiki, multi-user with per-fragment ACL, self-organizing overnight. Agent-agnostic via MCP. Self-hosted, AGPL.
🇲🇳 MCP сервер — unegui.mn зарын сайтаас машин, үл хөдлөх, ажлын байр хайх | MCP server for Mongolia's largest classifieds marketplace
Go client library and CLI for the Garmin Connect API with MCP server for LLM integration
MCP server for rftools.io — 213 RF & electronics calculators + 13 simulation tools for AI agents
MCP server that gives AI coding agents deep knowledge of any web component library — properties, events, slots, CSS parts, design tokens, accessibility, health scoring, and more. Works with Claude, Cursor, Windsurf, and any MCP-compatible tool.
MCP server for dynamically injecting agents and prompts with policy documentation.
A fully local, zero-config Mem0 memory server for MCP clients on macOS — no LLM, no API key, no cloud. The client is the brain; on-device embeddings + Chroma, auto-managed launchd lifecycle.
MCP server giving Claude Code, Cursor & Codex permanent AST code memory. 98.9% token reduction. 100% local.
Connect Claude to Disney Lorcana card data: enrich TCGPlayer exports, look up cards, search the card pool, and analyze/build decks.
An efficiency-first browser-agent system. Fewer observation tokens, lower latency, and browser memory that compounds with every run.
Turbovec MCP Server: A local Retrieval-Augmented Generation (RAG) tool that allows AI to seamlessly read, chunk, remember, and semantically search through large project codebases.
MCP server for IT Glue — semantic search, documents, and flexible assets for MSPs
Local MCP broker that exposes one compact MCP entry for MCP clients while routing to many configured upstream servers.
Offline MCP server for AI coding agents with semantic code search, symbol intelligence, dependency graphs, and safe file operations.
High-performance MCP server for USPTO Final Petition Decisions API with context reduction and cross-MCP integration
Long-term memory your AI coding agents actually share. One brain, many agents — standalone embedded MCP server: SQLite + FTS5 + vector hybrid search, local ONNX embeddings, self-expiring diary. No server, container, or daemon.
An AI agent framework for Zotero, enabling intelligent literature search, organization, annotation, and automated research workflows through MCP and JavaScript automation.
The most comprehensive MCP server for Unreal Engine — 127 tools across 16 subsystems, 4 transport layers, no mandatory C++ plugin. Works with UE 5.3+ via built-in Python and Remote Control plugins. Compatible with Claude Code, Claude Desktop, and any MCP client
AI-driven DFIR framework: an MCP server that turns Claude Code into an autonomous digital-forensics analyst on SANS SIFT - correlates disk + memory evidence, enforces a deterministic evidence-provenance gate, and produces auditable, hash-chained investigation reports.
Unofficial Notion MCP server via the private API (token_v2) — full read/write, no integration token.
MCP server + s&box editor bridge that lets AI agents inspect, edit, test, and recover live s&box scenes.
your calendar, but yapping. Apple Calendar MCP server for Claude Desktop & Claude Code — 28 voices (Mom, Future-you, Garry Tan, LeBron James, Hilary Hahn, Alan Turing, Confucius, ...) yap on every event using your past calendar memory + web research. macOS-only, local-only, fully reversible.
Open-source Figma MCP server with REST reads, a companion canvas-write plugin, design tokens, multi-framework codegen, a desktop app, and no Dev Mode seat or telemetry.
面向个人漫画创作者的开源漫画工作台，支持故事与资产管理、页面与画格编排、预览与导出，并通过 MCP + Skill 接入外部 AI Agent。
Local-first AI context engine combining a structural Atlas, verified Archive, episodic Animus memory, CLI, MCP, and focused context routing.
Hosted MCP + CLI + web terminal for Cursor/Claude/Codex. get_project_context, find_code, check_package, Test Pulse. Complements Context7. Free 555/mo. https://zephex.dev/mcp
내 문서(PDF·TXT·MD 등)를 AI가 읽고 검색하게 만들고 3D 지식 성운으로 시각화하는 Windows 원클릭 키트. MCP로 Claude·Cursor 등 AI 도구에 연결. 한/영 왕초보 가이드 포함.
Willow 2.0 — local-first memory, MCP tools, and fleet coordination for AI agents. Postgres KB, Ollama default, Grove LAN remote.
SQLite-based MCP memory server with WAL mode for concurrent access. Drop-in replacement for @modelcontextprotocol/server-memory
MCP-сайдкар с обязательным ревью для Markdown-баз и входящих материалов
Search your shell history (zsh/bash/fish) from Claude/MCP. Local SQLite FTS5. Secret-redacted.
MATLAB/Simulink/Simscape MCP compression proxy — 14 domain-specific rules, 48-85% token reduction on simulation output
Gives LLMs precise answers from pre-researched code across repositories and languages - instead of re-scanning files and rebuilding context every session
MCP server for Steam Web API - access your game library, achievements, playtime stats, and more
Your coding agent has amnesia and tunnel vision. kyma is the context engine that fixes both — long-term memory plus a live, queryable view of your running system (code, logs, traces), linked by a graph.
Safety first. Hardware-verified DeFi for AI agents — designed for when the AI can be compromised.
Local, explainable context compiler for AI coding agents. Analyze → plan → emit optimal context — with why/doctor diagnostics. No embeddings, no server.
Production-ready MCP server for Mem.ai — intelligent memory platform integration for AI assistants.
Cross-platform visualization MCP for Cortex — host-neutral live activity from Codex, Gemini CLI, Claude Code, and other MCP clients; memory galaxy, execution trace, knowledge graph, consolidation board, and wiki. Read-only, browser-based, with a no-database trace mode.
MCP-native embedded memory database for AI agents built in Rust. REMEMBER/RECALL/FORGET/SHARE primitives with hybrid vector search, AES-256-GCM encryption, DuckDB/PostgreSQL backends & SDKs for Python, TypeScript and Go.
Personal-use MCP server that gives Microsoft 365 Copilot real hands on your own laptop: files, Python, Office, SQL, Web. 100+ tools, autonomous relay, easily extensible, no extra licences.
🧠 Local-first AI memory OS — a shared knowledge graph for Claude, Cursor, Cline and any MCP client. Not just storage: it spots your blind spots and challenges your thinking. 25 MCP tools, fully offline.
MCP server for searching and analyzing Claude Code conversation history
MCP server for Tabler.io — 5,000+ icons, UI components, layouts, themes & docs for Claude, Cursor and any MCP-compatible AI assistant. By Mafady AI Studio.
🧠 내 AI에게 '나'를 기억시키는 로컬 second-brain — 결정의 선택·이유·전제를 .md 노트로 남기고, MCP로 어떤 AI 앱(Claude Code·Desktop·Cursor)에서든 꺼내 쓰는 개인 기억 계층. 전부 로컬(Ollama 임베딩)·오픈소스.
Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdrant, TEI embeddings, Chrome rendering, MCP/CLI/REST, and Gemini synthesis.
MCP that brings persistent agent memory to Kiro, Claude Desktop, Cursor, and any MCP client — powered by agent-memory-daemon 🧠
The design intelligence runtime for AI agents. 49 rules. Zero LLM. MCP-native. Give your agent eyes.
Zero context compaction for Claude Code & LLM agents. Persistent memory powered by OS primitives (demand paging, kswapd eviction, mlock pinning). Single SQLite file, MCP-native, multi-agent shared.
Jellyfin library automation via FastMCP — self-hosted media agent bridge. For Cursor / Claude Desktop.
Turn social-media creators' videos into a searchable, curated knowledge base — Next.js download/manage app + GPU transcription (faster-whisper) + RAG
The browser layer for any AI agent - drives your real logged-in Chrome, learns workflows by watching you once, replays them with zero LLM tokens. MCP + HTTP + REST.
Hyperliquid trading intelligence for AI agents — cohort analytics, liquidation heatmaps, trader profiling, and real-time market data across 1.3M+ wallets.
Self-hosted personal AI knowledge brain -- hybrid (vector + keyword + entity-graph) search over your notes and code, served to any MCP agent (Claude Code, Cursor, Codex). One AWS account, zero telemetry, MIT.
A standalone agent harness in Rust: a provider-agnostic loop, MCP tools, a path jail and prompt-injection interlock, sandboxed shell, scheduled triggers, and an eval rig that grades the trace.
A team-wide prompting coach. Scores every prompt sent through Claude Code, Claude.ai, VS Code or Copilot Chat on 5 dimensions in real time, coaches the weak ones, and feeds the strong ones into a team wiki that gets injected back into the next person's context.
Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API routes, ORM models, architecture decisions & git history as a typed, provenance-tracked graph, served over MCP. Built on AgentForge.
A managed AI marketing agent that plugs into all your AI tools. MCP server configs, setup guides, and integrations for Claude, ChatGPT, Cursor, VS Code, and more.
Open-source AI assistant with persistent memory, self-evolution, and proactive monitoring. Built with Next.js, FastAPI, LangGraph, and Claude. Your data stays on your machine.
Persistent memory for AI agents — local, portable, zero config. Works with Cursor, Windsurf, Claude via MCP.
Docker container for centralized Ruflo MCP server with PostgreSQL (RuVector). Architecture: Ruflo (stdio) → Express proxy (Streamable HTTP /mcp).
Direct AI manipulation of CapCut project files via Model Context Protocol. A local tool for AI agents built with Elixir and OTP.
Intelligent skill resolver for Claude Code — discover, compose, and evolve your AI toolkit
MCP server for 2GIS — places, geocoding, directions, reviews (Russia). Part of WWmcp — 114 MCP servers for emerging markets.
Shared long-term memory for AI coding agents — one local store for Claude Code, Codex CLI, opencode and anything that speaks MCP. SQLite + FTS5, no vector DB, $1-3/month.
AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP agent integration, live serial/logcat/SSH/Datadog connections, pattern correlation, diff view, and built-in terminal
Lightweight self-hosted MCP server over a folder of markdown files. One Go binary, embedded React SPA, no DB.
DingTalk Wiki / Docs read-write MCP server that fills the gap left by DingTalk official MCP.
Zotero MCP Lite: Fast, Customizable & Light Zotero MCP server for AI research assistants
Neurosymbolic Forge — an MCP server that turns concepts into verifiable, traceable formulas via deterministic symbolic derivation with provenance. 89 tools, 10-gate verification harness.
Full AI debugging and maintenance access to your Home Assistant via MCP
A tamper-evident, local-first audit trail for AI-agent work — an MCP server with typed tools behind workflow gates and a signed, hash-chained log anyone can verify without a secret.
Real-time options intelligence for AI agents — 20 MCP tools for 0DTE SPX analysis
MCP server for Steam: keyless store/catalog data (deals, tags, SteamOS/Deck/Frame compat) plus player profiles, libraries and achievements via the Steam Web API.
Searchable MCP and AITool gateway for .NET, built on Microsoft.Extensions.AI with embedding-based tool discovery, lexical fallback, and unified execution
Archivist MCP is a local-first memory server for coding agents. It persists decisions, incidents, rules, entities, and graph relationships in SQLite, then exposes them over MCP (stdio/HTTP), SSE team mode, and WebUI. Built for cross-session context continuity, conflict-safe updates, searchable recall, and auditable change history.
The AI memory layer with 17 intelligence tools — catches contradictions, predicts burnout, tracks relationships. Model-agnostic, self-hosted
Capsule CRM tools for Claude. Local install via npx, org-wide via Custom Connectors.
Zero-dependency TypeScript framework for production AI agents: durable execution, long-term memory, hybrid RAG, MCP tool calling, human-in-the-loop approval, planning and CodeAct sandboxes. One streaming API for Claude, GPT, Gemini, Grok, Mistral and DeepSeek — Node, Bun, Deno, serverless and edge.
MCP server for Steam & Steamworks APIs - 25 tools (18 read + 7 write) for store data, player stats, reviews, pricing, achievements, workshop, leaderboards, inventory, and lobbies.
Project-local MCP memory server for AI coding agents. Knowledge graph stored in .mcp/ inside each repo — isolated per project, Git-friendly JSON, dual-buffer (durable graph + active context).
passwd.team for AI agents — MCP server, agent-safe CLI, and full CLI. Agents use credentials without ever seeing the raw values.
Cross-platform kit that gives AI agents (Claude Code, Codex, Cursor) persistent memory: Markdown vault + git + MCP. Local-first, hybrid search optional.
Persistent institutional shared memory as observable middleware for collaborative AI agents
Give AI agents the ability to debug ROS2 logs across nodes — MCP server, no ROS2 install required
The bone cracks. The model reads. Audited divination for AI agents — tarot, I Ching, Xiao Liu Ren, Bazi. MCP server + CLI + agent skills.
Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase context before they edit.
Browse Hacker News feeds, threads, and user profiles with full-text search via MCP. STDIO or Streamable HTTP.
Local-first MCP server that snapshots your project's working state into one context object. Open-core, privacy-first.
MCP Server for Telegram-Archive — search messages, browse chats, and access archived Telegram history via MCP
Configurable AI agent orchestration, delegation, memory, and project context through MCP.
MIF — Memory Interchange Format. A vendor-neutral JSON schema for portable AI agent memories. Convert between mem0, CrewAI, LangChain, and more.
FastMCP server for conversational AI waifu with user management, dialog CRUD (get/set/reset), OpenRouter API integration, SQLite persistence, and modular extension architecture.
Local-first RAG engine with cited answers from your own docs. GraphRAG, sealed sharing, MCP-native, VS Code Copilot integration. Nothing leaves your machine.
Hosted MCP server connecting Claude, ChatGPT, Cursor & any MCP client to 350+ business data sources via Windsor.ai
Git-style time travel for AI agents — automatically snapshot, rewind, and fork an entire Linux environment. Rootless, self-hosted, MCP-ready.
Context compression for AI agents — cut token usage costs with retrievable CCR compression. Rust core + Python API, Claude Code & Codex plugin, MCP server. PyPI: furl-ctx
MCP server that matches your game to publishers, VCs, dev funds and grants — 210+ funding sources from the GameFunds directory, plus a private outreach pipeline. Works with Claude Code, Cursor and any MCP client.
🧠 Mnema — Long-term memory for AI via MCP × Vector DB. Pluggable backends, hybrid search, Auto Dream consolidation, CLI + REST API + SDK.
Open-source context layer for LLM agents — a single Rust binary served over MCP that feeds Claude, ChatGPT, Codex or any MCP client the facts, decisions & history they need. Local-first, on-device embeddings, hybrid BM25 + vector + graph retrieval. Apache-2.0.
MCP server for RSS feeds — fetch, filter, search blog posts from any RSS source. Works with Claude Desktop, Cursor, Windsurf. No API keys needed.
Open-source MCP server that gives AI tools native access to your company's design system — drop in your brand files, connect to Claude or any LLM tool
Advanced MCP server for unified knowledge management with PostgreSQL+pgvector, knowledge graphs, research workflows, and Claude Code integration
High-performance MCP server for clipboard access with WSL2 support
MCP server for VCF Automation Orchestrator — manage workflows, actions, configuration elements, and extensibility subscriptions via AI assistants
Auditable, self-improving knowledge & memory for AI agents over MCP. Zero-key & multilingual by default · citation-enforced answers · replayable why-trace · judge-gated compounding loop. Postgres-only. Reference implementation of the Agentic Product Standard.
23 SAP development skills for Claude Code — ABAP, RAP, CAP, Fiori, BTP, HANA, S/4HANA, Integration Suite and more. Agent Skills Specification compatible.
Your LLM, with MCP tools + agent skills built in — MCP · skills · native · HTTP · built-in · A2A tools behind one interface, byte-identical across JavaScript, Python, Go, Java, C# and Elixir. Docs: https://muthuishere.github.io/toolnexus/
A local, agent-queryable mail intelligence layer — progressive mailbox index + MCP server that gives AI agents recall over your email without handing them the keys.
Unreal Engine MCP plugin — expose editor, assets, blueprints, and PIE to AI clients via Streamable HTTP & WebSocket (works with Rider/VS Code proxies).
A token-frugal MCP server that gives coding agents structural understanding of a codebase: repo maps, symbol outlines, ranked search, import tracing, and parsed diagnostics — every result under a token budget it honours.
Free, open-source MCP server (Apache-2.0) giving Claude plain-English access to official Austin & Travis County data — property records, permits, flood zones, city code text, schools, plus active MLS listings. Built by Neuhaus Realty Group.
An MCP server for your running desktop UI — let an AI inspect, click, type and screenshot it. Avalonia and WPF. Local, or remote over mutual TLS.
Local MCP server that captures the why behind your code — domain knowledge for Claude, Cursor, Copilot, and any MCP agent.
Shared context substrate for AI agents. Retrieval that learns what's useful. Runs local or cloud.
MCP server for TriliumNext: lets AI agents read/write notes, labels, relations via ETAPI
Local MCP server that exposes your Apple Health data (synced to your Mac by the HealthMirror iOS app) to AI tools like Claude — runs locally, no network access.
Your agent seeks what search can't find. A self-hosted perception MCP server that transcribes speech, reads behind logins, sees images and video frames, crosses languages, and remembers.
MCP server to flash & monitor embedded firmware over probe-rs (JTAG/SWD + RTT) or espflash (UART) — any probe-rs target (STM32, nRF, RP2350, ESP…), defmt-aware, with bounded LLM-token-efficient capture
Local AI assistant for the Axelera Voyager SDK and Metis AIPU — semantic RAG over the public Axelera sources + workflow skills, via MCP. No account, no cloud.
MCP server + Chrome extension for real-time bookmark management. Give AI agents in Claude, Cursor, Windsurf, or any MCP client full read/write access to bookmarks in Chrome, Brave, Edge, and Arc.
MCP server providing Dioxus project tools (static analysis, scaffolding, docs)
MCP server for Steam game library management — 14 consolidated tools, minimal context footprint, local files + optional API
Read-only MCP server for EverQuest Legends public sources.
Lightweight persistent memory for AI agents. One SQLite file. Hybrid search. Zero to 12MB.
MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays, DDD, ISBN, economic rates, exchange rates, CVM brokers, IBGE states/municipalities, .br domains) via BrasilAPI. For Claude Desktop, Claude Code, Cursor and other MCP clients.
Local MCP server for Gmail, Google Calendar and Contacts — runs on your own OAuth credentials, keeps secrets in the OS credential manager
BioMed MCP over AlphaFold DB + 8 public sources, with SQLite knowledge graph, offline mode, and explicit clinical-use limits.
Terraform-style plan/apply for agent systems: versioned YAML for agents, tools, workflows, and policies; local-first SQLite state; MCP & HTTP tools; structured traces.
Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optional Zenoh+RocksDB mesh, MCP-native.
One MCP server, 270 tools, replaces 75+ — files, shell, GitHub, Android, desktop vision, security & forensics, persistent memory. Smart context-saving tool loading, safe-delete guardrails, and an orphan-proof self-healing process supervisor. Works with Claude Desktop, Cursor, Windsurf, and any MCP client.
A meta-mcp (mmcp) server offering a window into the exciting world of open data sources by intelligently routing model tool calls through an ever-growing index of open-data sources.
Local-first MCP memory & context-handoff server — capture context in one AI tool, resume it in another. Graceful decay, no cloud.
Audit trail and cost tracker for AI coding agents. See exactly what Claude Code and Cursor read, wrote, and executed - locally, in real time.
Governed AI coding on Claude Code: tiered pipelines, audit skills, MCP server. Claude generates, your or your team decides.
Native Weavatrix MCP for coding agents: 43 read-only repository-intelligence tools across 24 code and configuration surfaces, with typed evidence, impact, architecture, APIs, Git, search, semantics, and memory.
A Model Context Protocol (MCP) server for integrating with Notion workspaces (made before the official one 😅)
3ds Max adapter for the DCC Model Context Protocol ecosystem
X-ray vision and hands for AI agents inside Tauri apps — DOM, IPC, Rust backend, and database through one embedded MCP server. 35 tools. Zero production cost.
Obsidian Turbocharged — governed, agent-ready Obsidian MCP server. 141 tools across 31 domains, multi-vault native, pluggable embeddings. TypeScript + Rust. AGPL-3.0-only.
Computer Experience Layer — MCP server for native computer use on macOS. Structured perception, reliable actions, continuous awareness.
MCP server for VK Ads — campaigns, targeting, budgets, statistics (Russia). Part of WWmcp — 114 MCP servers for emerging markets.
Focusing on building both MCP servers and clients using the Python SDK to make sure these three core primitives—tools, resources, and prompts—and understand how they integrate with Claude AI, Gemini AI, Copilot and Grok to create powerful applications without writing extensive integration code.
Rust MCP server for source-cited search over a local Zoltan Pozsar macro/liquidity corpus.
Persistent, local-first memory for Claude Code, Codex, Cursor, Gemini CLI, OpenClaw and any MCP agent — cited Markdown, bitemporal history, no hosted account.
Secure, privacy-focused MCP server for FactorialHR. Access employee directories & org structure in Claude - deliberately excludes payroll/financial data for enterprise security.
A comprehensive Model Context Protocol (MCP) server template for Node.js with TypeScript, supporting both stdio and SSE transports
Rust MCP server for Obsidian vaults — read, write, search notes via Model Context Protocol. Works with Claude, Cursor, and any MCP client.
Hosted Google Ads MCP setup guide for AI agents, powered by NotFair
Persistent, local-first memory for AI coding agents. Give Claude Code and Cursor memory across sessions over MCP — and see and edit exactly what your AI remembers. Open source, no API key, no cloud.
Shared memory for AI agents and teams -- MCP server with knowledge graph, vector search, and auto-consolidation
Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.
Temporal reasoning for AI agents — deadlines, schedules, sequences, duration estimation (PERT), and decay models. One .atime file. Rust core + MCP server.
Local-first Windows tray app that exposes privacy-classified ambient context — presence, foreground app, battery, power, system load — as MCP tools.
BrainRegion is an AI collaboration infrastructure designed for review, consultation, planning, and memory.
MCP-native knowledge graph orchestrator that unifies data silos with GraphRAG, dynamic connectors, and local AI.
Repository containing practical exercises and notebooks focused on AI application development and experimentation.
Stop searching your documents. Start asking them. Transform Paperless-ngx into a conversational AI assistant using Agentic RAG and the Model Context Protocol (MCP).
Model Context Protocol server for Pocketsmith personal finance API - manage accounts, budgets, transactions, and more
A local browser canvas for terminal coding agents — the model renders its work as a page you can see, select, and ask about, instead of a wall of text.
MCP server for HaloPSA — tickets, clients, assets, contracts, and reporting tools for AI assistants
MCP server that saves your Claude Code, Cursor, and Codex sessions as versioned Markdown reports — with human-in-the-loop review and Apple Pencil / S Pen annotation.
Web frontend for LM Studio — browser access, adaptive memory, multi-user auth, MCP tools
Local-first memory for AI agents. Stays on your machine, stays yours.
MCP server for the Patreon API - manage campaigns, members, and posts from any AI assistant
Visibility-aware knowledge network for LLM agents — private+public markdown vault, MCP server, and verified-claims API. Self-hostable.
ai-consensus-mcp — Real multi-model consensus inside Claude Code, Cursor, and any MCP host. One consensus tool that runs full structured debates with Grok at the center.
Self-hosted, local-first AI assistant server: swappable LLM providers, review-gated memory, an encrypted vault, and wake-word voice. No accounts, no telemetry.
Production-grade MCP Server and Command Center providing a 10-agent autonomous swarm, persistent semantic memory, remote PostgreSQL execution, browser automation, and AI-first testing suites via 6 Unified Omni-Clusters.
Thread-scoped runtime contracts for Codex and Claude Code, powered by MCP, local SQLite, Web UI, and UserPromptSubmit hooks
Sovereign single-binary knowledge mesh for coding agents (MCP): index, search and serve your notes + code as context. Fair-code (no reselling).
Persistent, semantically-searchable memory and a symbol-level code graph for AI coding agents. One static Rust binary — SQLite or PostgreSQL, MCP-compatible.
RE-call — Retrieval-Augmented Self-Recall: RAG over an AI agent's own memory that knows when it doesn't know (gap detection, freshness, anti-re-litigation). PostgreSQL + pgvector, hybrid retrieval + RRF.
Local-first MCP server for shared memory, reservations, handoffs, and review evidence across AI coding agents.
A human-gated trusted memory ledger for agent systems, with scoped claims, provenance, contradictions, and supersession.
MIRROR - Development at https://gitlab.com/genealogy-mcp/gramps-mcp
Live LLM-driven Cheat Engine layer with MCP HTTP and a local dashboard for single-player offline experiments
Talk to your Oura Ring data through Claude. Local SQLite mirror, 14 MCP tools, OAuth2, ~5-minute setup.
The natural-language command layer for an AI workforce — direct governed AI agents to deploy cloud infra, train ML, and run research, all under human policy & approval. Agentic command-and-control.
IDE intelligence for AI coding agents, with LSP semantics, tree-sitter indexing, project memory, and concurrency-safe edits.
Fix broken clipboard image paste in iTerm2 for Claude Code. MCP server with real-time Swift clipboard watcher.
Unofficial MCP server + async SDK for SberBank Online — browserless auth, reads, and human-approved self-transfers. Direct client↔Sber, secrets never touch the agent.
Agent-native discovery, trust, installation, and progression interface for the Gaia Skill Tree
The reliability layer for agent commerce — discover, call, and verify paid x402 services (and hire AI agents) in USDC on Base, via MCP. Client-observed reliability evidence; no escrow, no token.
Memory OS AI — Adaptive memory system for AI agents (forked from RoaminS/Memory-os-ai)
Secure, fragment-based long-term memory for MCP-compatible AI agents.
Custom MCP tools that extend Unity's official MCP integration with additional editor automation capabilities.
Memory engine for self-evolving AI agent ecosystems. Multi-tenant, multi-space isolation with Bayesian truth maintenance, emotional valence, automatic consolidation, and configurable per-agent personality.
Geometric memory engine on the S³ hypersphere — quaternion drift, phasor interference, MCP server
AI game dev studio for Unity - drive Claude Code, Codex, Antigravity, Copilot, Cursor, OpenCode and cloud models from one desktop app, behind one approval gate, with live Unity Editor control over MCP.
Promote music on Spotify and grow YouTube channels through AI-powered Meta and Google ad campaigns.
MCP server that makes the BSI IT-Grundschutz++ compendium queryable for AI agents and ISMS tooling.
Browser companion plugin for AI coding assistants — Chrome automation MCP, in-page hint messaging, and persistent project memory across Claude Code sessions.
A desktop app for building, running, and supervising small teams of AI agents. MCP-native tools, shared workspaces, and scheduled automations.
MCP Server for Arvo AI Personal Trainer - Connect Claude Desktop to your training data
Production-ready context database and MCP server for AI assistants. Provides code intelligence with hybrid search, call graphs, impact analysis, and semantic search for Cursor, VS Code, and Claude Desktop. Docker-first, 248 languages, auto-indexing.
Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.
MCP server and local sync package for Cosmos. Connects agents, iMessage, browser history, calendar, Claude Desktop, and shell history to a shared personal graph.
MCP-native headless CMS with typed schemas, drafts, and a clean read API.
Apple Search Ads MCP Server — Manage your Apple Search Ads campaigns with AI through the Model Context Protocol
Unofficial Eight Sleep MCP server — give your AI agent your smart-mattress sleep trends, temperature program and alarms, with an explicit mutation gate for write actions. Part of Delx Wellness.
Research intake that reaches the hard places: web, video, papers, scanned PDFs, browser, OCR, and audio into structured research packets. DOM extraction and change tracking built in; provenance rides along on every item.
Local-first Garmin data warehouse with an analysis-grade MCP server. Sync once, analyze forever - even when the API is down.
Notes die in folders. Stellavault keeps your knowledge alive — 3D knowledge graph, AI semantic search, memory decay tracking, P2P federation, 17+ MCP tools. npm i -g stellavault
Contribution research for agents: check repository guidance, related work, code context, and validation before writing a patch.
MCP server for Syncro MSP — tickets, assets, contacts, invoices, and RMM tools for AI assistants
Local developer MCP server with Streamable HTTP, OAuth 2.1, filesystem tools, commands and Git repository context.
MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.
Persistent identity and memory across AI tools - mcp-native, local-first, framework-agnostic, production-ready.
Open-source MCP server connecting Codex to Fathom meetings, transcripts, summaries, teams and webhooks.
Cross-platform memory and ambient awareness for AI agents — knowledge store, alert collation, and intention tracking via MCP. Self-host or cloud.
Pre-release PostgreSQL-backed MCP memory server with hybrid search and hierarchical summaries
FHIR-first, read-only MCP server for the Practice Fusion EHR — audit-logged, HIPAA-conscious.
Free local MCP hub for connecting AI clients to multiple WordPress MCP servers.
Self-improving, self-hosted memory across every AI coding tool, project, and team (Claude Code, Cursor, Copilot, any MCP client). Autoskill proposes new skills from your sessions, so each project improves automatically. Inspectable, grounded, and yours. Built for teams and enterprise. Open source, MIT.
Commonwealth: a multiplayer, git-backed, agent-readable second brain for teams
MCP server exposing 25+ PodcastIndex.org tools to AI agents — search, discovery, episode lookup, trending feeds, Value4Value data
Read-only document awareness MCP server for agent-ready local file context
Self-hosted MCP memory server with hybrid semantic + keyword search on Cloudflare Workers
Project-aware, read-only Nacos MCP server for Spring Cloud repos: auto-discovers every environment from your application/bootstrap configs. 面向 Spring Cloud 项目的零配置只读 Nacos MCP server
MCP server giving LLM agents a seven-verb API over papers, documents, code, state, patents, and cached web/Wolfram/YouTube tool calls
CLI-first, deterministic architecture intelligence. Builds an offline model of your repo to answer impact, cycles, dead code, duplication and security, and enforces your architecture as a contract in CI. No LLM in the loop; usable by coding agents over MCP or directly via CLI.
Local-first temporal knowledge graph memory for AI agents. Runs with Ollama — no API keys required. Single Go binary + SQLite. Hybrid search, MCP server, REST API, interactive TUI.
Model Context Protocol server for Slite integration - search and retrieve notes from your Slite workspace
Rust MCP/HTTP log aggregation platform for homelab syslog, Docker logs, OTLP ingest, SQLite/FTS search, and AI transcript correlation.
High-performance, pure Go memory middleware for AI Agents (Claude/Cursor). Features active file watching, auto-distillation via LLM, and 'Single Source of Truth' versioning. Native MCP support.
Persistent graph-based memory for AI agents — MCP-native, markdown-first, ~50MB RAM
A remote MCP server that holds your MCP connections, your memory, and your tools. Agents sign in once with OAuth and get all of it, gated by the role of whoever owns them.
Multi-vault Obsidian MCP server — full AI operations toolset for file management, wikilinks, semantic search, frontmatter queries, daily notes, tasks, properties, templates, and more.
Self-hostable, open-source shared memory for AI agents: plain markdown in git that a curator agent organizes itself, readable and writable over MCP. Beta — no auth, single machine.
🧠🤖 MCP-compliant AI agent server in TypeScript 🚀 — Extend Claude & others with 📊 Google Drive, Sheets, Docs superpowers! Pre-built executables available for easy installation
Philosophy-grounded thinking frameworks for Claude - an MCP server providing Stoic, Cognitive, Mindfulness, and Strategic wisdom tools
AI-native CRM as MCP Server — 37 tools for contact management, pipeline, leads, follow-ups, health scores, revenue analytics, CSV import/export, GDPR (Art. 15/17). The only production-ready standalone MCP CRM. Free tier. OAuth 2.1. Hosted at crm.studiomeyer.io
Stop AI agents from confidently using stale facts. MemGuard validates memories in Mem0, Zep, Letta & LangMem against reality — trust scores, quarantine, tamper-proof audit trail, MCP tools. Like Datadog for agent memory.
Veto MCP — gives every major AI CLI (Claude Code, Codex, Gemini, Cursor, Windsurf) a council of 49 specialist agents + 93 tools. Deterministic-first, self-learning, no API keys.
A verifiable engineering knowledge engine that turns technical documents, CAD models, and equipment data into structured knowledge for humans and AI agents.
Local MCP server that extracts high-level Git repository context for AI coding agents
Firewall-friendly messaging for AI agents: MCP server that turns one Azure Storage account into an addressed multi-agent message bus. Pull-only, zero inbound ports.
Run your work like an AI agency, from a single Notion board. Ships as a Claude Code plugin and an MCP server — runs in Cursor/Cline/any MCP host.
MCP server for PeopleForce HR — Claude, Cursor, and any LLM client. 27 read-only tools by Empat.
MCP server for searching your local OpenCode conversation history
Read-only local MCP server for explaining Microsoft Intune policy assignments
Store and recall robotic experiment data to improve task success by learning from past parameters, trajectories, and outcomes.
EVOKORE-MCP — a multi-server Model Context Protocol aggregator with skill discovery, HITL approval, RBAC, session continuity, and an opinionated orchestration framework.
Claude reads your Whoop biometric data via MCP — recovery, sleep, strain, HRV, workouts. OAuth relay (no Whoop app registration), local SQLite cache.
Engram is a self-hostable AI memory layer. It sits between an application and an LLM provider, retrieves relevant user memories from pgvector, injects them into chat prompts, forwards the request, and extracts new durable memories after the response returns.
MCP-compatible memory governance for AI agents — with structure, state, and lifecycle.
MCP server for Harmonica deliberation sessions — create, query, and analyze sessions from any AI agent
MCP server for Feedbagel: search RSS feeds, follow them, and route new entries to webhooks. 18 tools, stdio, API-key auth.
Own your AI memory, don't rent it. A native Claude Code skill AND a standalone, zero-dependency MCP server over one local SQLite file. git clone and go — full-text knowledge graph, plain-markdown, you own the data.
MCP (Model Context Protocol) server for Hudu IT documentation platform
AI Architect Codebase: cross-platform code intelligence MCP for Claude Code, Codex, Gemini, Cursor, VS Code, and Zed. Tree-sitter AST to LadybugDB graph, hybrid search, and impact analysis.
Multi-layer agent memory MCP server — working, episodic, semantic, procedural & affective — for Claude Code and any MCP client.
Runner-up, Solo.io 2026 MCP & AI Agents Hackathon (Building Cool Agents track) — federated MCP servers on Kubernetes for medical-data AI agents (kagent + kgateway + m3 + agentregistry + ArgoCD).
Read-only Model Context Protocol (MCP) server in Swift for browsing, searching, and retrieving metadata/images from macOS Photos.
**Aegis Industrial Intelligence** is an AI-powered platform designed to eliminate heavy industry knowledge fragmentation. Utilizing Next.js, Supabase (`pgvector`), and Gemini, it unifies heterogeneous documents—like P&IDs, safety manuals, and maintenance logs—into a single queryable brain, providing technicians with real-time, expert answers alongs
The deliberation & governance layer for autonomous organizations. Built like an institution: verifiable audit log, Sybil-resistant reputation, delegated identity, and metered access over MPP + x402/ATXP.
An open interchange protocol for portable, governable, and auditable memory across AI agents
Local-first multilingual memory for Codex, Claude Code & MCP — auditable Qdrant recall, project isolation, and a single-instance desktop tray.
MCP server for the CDTM Community Portal — search CDTM students & alumni from Claude Code in natural language
MCP server for Obsidian GraphRAG, agent-ready context, preview-only planning, and safe repo handoffs
ADIF MCP server — AI-agent access to Amateur Radio logging per ADIF 3.1.7
Persistent, shared memory for AI agents - so they stop forgetting and stop colliding. Markdown-native, on-prem, auditable. Speaks MCP.
Four local, file-based MCP servers for solo devs/vibecoders: persistent memory, session handoff/resume, file checkpoints, token-efficient project briefings. Works with any MCP client.
An MCP server that lets an AI agent observe and control a KDE Plasma 6 / Wayland desktop via AT-SPI, KWin Scripting, and libei — accessibility-tree first, screenshots as fallback.
FastMCP gateway for homelab agentic tools: search, fetch (Crawl4AI + Camoufox stealth), doc/PDF/video ingestion, GPU Whisper STT. One endpoint, every agent benefits.
Multi-tenant Model Context Protocol (MCP) server that gives AI agents a persistent, searchable, version-controlled document store — save in one session, retrieve and edit in another.
Persistent memory for AI coding agents. MCP server that gives Claude, Cursor, and Windsurf institutional knowledge across sessions
MCP server that gives AI coding assistants production-grade engineering standards — SOLID, testing, architecture, CI/CD — for Claude, Cursor, Copilot, Windsurf, Cline & Aider
A memory for your AI coding assistant. It keeps what you tell it and hands the right note back at the moment it matters. Runs entirely on your own machine.
Open-source agent middleware — shared memory, credential isolation, and schema learning for AI agents. What one agent learns, every agent knows.
Official MCP server for Surfa Analytics - Query your analytics data in natural language with Claude, ChatGPT or your chosen LLM/Agent
The internet for AI agents. 85M+ businesses, 195 countries. Never returns empty — discovers unknown businesses from the web in real-time. 23 tools + agent memory. Prose format. Free API key. npx agentweb-mcp
Salesforce Org Intelligence for AI agents - a read-only, offline, source-available MCP server and CLI answering metadata, dependency, permission, Apex and Flow questions grounded in real retrieved org metadata.
Auto-updated index of MCP servers shipping on GitHub, refreshed every 15 minutes
Connect your AI to Reanthesis — MCP server, agent skills, and plugins so Claude, ChatGPT, and Copilot can build flashcards from your notes and manage your study data. Your AI, your data, your cards.
Open-source MCP server that gives AI coding agents secure database access via DocKit and SqlKit bridges — 70+ SQL & NoSQL databases, local-first, read-safe by default.
Manage your Anki collection from the command line or an LLM agent, without opening Anki.
Local-first memory engine for AI-agent teams — private/team/project ACL, associative recall, federated sync, and a built-in MCP server. One SQLite file, no LLM required. Apache-2.0.
Persistent engineering memory for coding agents over MCP.
CPersona — Persistent AI memory server with 3-layer hybrid search, confidence scoring, and 29 tools. MIT licensed.
Apple Health MCP server: query 190 HealthKit metrics from Claude, ChatGPT, Cursor, OpenClaw, Hermes & any AI agent — zero-dependency, local-first.
Agent memory system with retain-recall-reflect loop. Hybrid search, entity resolution, observation synthesis. TypeScript library + MCP server.
File-first knowledge base for humans and AI agents — self-hosted Markdown notes with a web editor and a built-in MCP server.
The local-first brain for coding agents: project memory + workflow intelligence + lossless ~50% context savings. MCP server + LLM proxy, zero cloud.
Self-hosted MCP server: your codebase as a knowledge graph, your secrets in an encrypted vault — both reachable by your AI assistant, and by nobody else.
Long-term memory MCP server for AI coding agents. SQLite + FTS5 + vector search, CodeGraph, error learning, compaction survival. Beats Mem0 on benchmarks. No cloud, no API key.
Offline Diablo II: Resurrected toolkit for save editing, character creation, creating your own mods, and MCP integration for agentic clients. Linux/Steam Deck first.
Browser bookmarks automation via FastMCP — search, organize, RAG-friendly export. For Cursor / Claude Desktop.
MCP server for Mindbox — CDP, customer profiles, segmentation (Russia)
AI가 자동으로 축적·관리하는 정규화된 업무 맥락 저장소 — 구성원의 AI에게 필요한 맥락을 주입해, 모두가 편차 없이 최상의 AI 성능을 씁니다 · A work-context store that AI accumulates and maintains, injected into every member's AI
A neutral context layer for AI coding tools. MCP server that exposes structured, curated project context to any MCP-compatible client.
MCP server for the InvGate Service Desk API — exposes InvGate Service Desk operations as Model Context Protocol tools.
MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000.
49 AI tools across 9 MCP servers. Enterprise AGI Runtime (1,054 tests). Free tier. ☕ buymeacoffee.com/yesinyagami
Local-first shared memory and task coordination for AI coding agents. One Go binary, MCP server, markdown files you own. Hooks for Claude Code and Codex CLI (and their desktop apps).
Self-hosted, extensible AI agent platform with governed MCP tools, persistent project memory, durable workflows, capability packs, autonomous execution, and distributed local-model compute.
MCP server that gives AI agents persistent memory -- briefings from GitHub, Discord, and past sessions
Knowledge marketplace where AI agents autonomously buy human expertise
Webhook orchestrator with AI agents and native MCP tools. Recipes connect any webhook to any MCP server. BYOK, self-hosted.
Persistent layered memory MCP server for AI agents — SQLite + FTS5 + vector hybrid search (RRF), multilingual, zero-cloud
MCP server for multilingual dictionary lookups with word relations (synonyms, antonyms, hypernyms, translations, etc.) covering all languages via ConceptNet, Wiktionary, and Datamuse
Official Model Context Protocol server for WireBoard. Query your analytics in conversation.
Nine open-source AI projects. One operating system. One Control Room. opencode + hermes + openclaw + CrewAI + claude-code + LifeOS + Fabric + Ponytail + Ruflo — auto-configured, self-healing, Docker-ready.
Stop your AI agent from rebuilding what already exists. An opinionated MCP server that checks GitHub, npm and Python repos for maintained alternatives before you scaffold.
Transparent MCP proxy for agent observability. Logs every tool call, exposes trace history, reduces token overhead.
Turn any .NET test-automation solution into a queryable map in one SQLite file — features, steps, API clients, page objects, and their dependencies. Zero config, no AI, no network, 100% deterministic.
Prototype Model Context Protocol (MCP) note-taking system with intelligent auto-tagging powered by local LLMs. Full MCP specification compliance, JSON-RPC 2.0 transport, and robust error handling with graceful fallbacks.
MCP server for reading and writing Obsidian vault documents via EVC Team Relay
Generate AI context files from your codebase's actual conventions. Not what agents already know — what they keep missing.
Official MCP server for OpenGolfAPI — 49 tools: golf course data, scoring, competitions, identity. Free tier, no key needed.
Local, deterministic code intelligence for developers and AI coding assistants — cited answers about symbols, callers, references, routes, and change impact, without dumping your repo into a context window.
Natural language interface for US Census data. Built with Claude AI, DuckDB, and MCP. Ask questions in plain English, get data back.
MyCase MCP. Connect Claude to your MyCase legal practice management system. Ask Claude to look up cases, find contacts, check your calendar, review billing — all without leaving your conversation.
Memory-enhanced MCP server with local RAG database and expiring memory capabilities
AI agent knowledge & long-term memory · MCP server, knowledge graph, BM25 + RRF retrieval · drop-in for Claude Code/ Openclaw/ Cursor / Codex / Hermes
Unofficial local-first Withings MCP server for AI health, sleep and activity agents.
A production-grade Model Context Protocol (MCP) server. Empowers AI assistants (Claude, Cursor) to search, fetch, and analyze Reddit discussions with resilient rate-limiting and smart LLM noise filtering.
Perfect recall for imperfect machines. A shared memory layer for LLMs via MCP
MCP servers connecting Claude to Lawmatics, DecisionVault and WealthCounsel. Read and update your CRM, client intake and matters by asking, inside Claude Code. Runs locally so privileged client data never leaves your machine. Built by Irfad Imtiaz at My Legal Academy.
🧠 A high-performance PostgreSQL-backed MCP server acting as a super memory, task tracker, and dynamic database manager for AI agents. Features built-in connection pooling, a professional tasks schema, and a unique shared multi-agent coordination hub to prevent coding conflicts in real-time.
Assistant IA souverain multiplateforme intégrant Albert, les API compatibles OpenAI, le RAG avec Qdrant et les serveurs MCP.
Give any AI assistant real architectural understanding of a codebase — local, private, zero-config MCP serve
AI-powered collaborative canvas and remote MCP server on Cloudflare Workers
MCP-native long-term memory engine — identity / event / ephemeral layers on Postgres + pgvector.
Persistent memory for AI agents, over MCP. Local-first, negative learning, hybrid recall. Docs and community home (source is maintained privately).
Open, self-hosted, single-user SEO, AI-search (AEO), and analytics suite you run from your own LLM over MCP. A fork of SerpBear (MIT).