Database & Storage
425 servers · SQLite, Postgres, Redis and cloud storage — query and manage your data
PostgreSQL ➕ REST, low-code, simplify and accelerate development, ⚡ instant, realtime, high-performance on any Postgres application, existing or new, MCP server
High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端：约 30MB，AI 与 MCP 就绪，告别 Electron 膨胀。
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
Query, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
Read, write, search, and surgically edit Obsidian vault notes, tags, and frontmatter via MCP. STDIO or Streamable HTTP.
A MCP (Model Context Protocol) server for interacting with dbt.
MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants
A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.
Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.
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.
1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in backend & React blocks to combine AI with business data. All managed by your Agent via MCP.
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能； 还包含了数据库异常分析能力；且便于开发者们进行个性化的工具扩展
An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.
🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
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.
A curated list of MCP servers for AI finance agents
Self-hosted, open-source AI-empowered MCP gateway: turn any API, database or MCP server into custom connectors for Claude, ChatGPT, Gemini, Copilot & Cursor — no code. Convert REST, SOAP, WSDL, GraphQL & SQL to MCP, with OAuth2, RBAC & audit log. 175+ pre-built adapters (Deutsche Bahn, weclapp, Etsy, DHL, Shopware…)
MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and any MCP client.
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interface.
Awesome ModelContextProtocol resources - A curated list of MCP resources
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.
Durable MCP control plane for long-running Codex Desktop tasks
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
Connect AI assistants to your ERPNext instance via the Model Context Protocol (MCP) using the official Frappe API.
FTShare MCP tools for financial data, market data and AI Agent investment workflows｜金融数据 MCP 工具文档与接入说明。
Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.
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.
A comprehensive Model Context Protocol (MCP) server providing advanced access to the ChEMBL chemical database.
Let AI agents operate your ERPNext — documents, workflows, and interactive viewers
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.
Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge between your analytics platform and conversational AI.
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）
Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed.
SAP HANA MCP server — Enterprise Model Context Protocol server for SAP HANA. Use with Claude Code, VS Code. npm: hana-mcp-server
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
Secure, self-hosted MCP server for Pipedrive CRM with v2 read tools, optional preview-first writes, stdio/HTTP transports, and Docker support.
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control
Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using Beancount Query Language (BQL) and the beanquery tool.
Async dynamic CRUD framework for Django Ninja — built-in auth, filtering, pagination, automatic serialization, and MCP tools for AI agents.
Awesome list of MCP servers for interacting with hardware and the physical world.
Self-hosted MCP server connecting Claude to Odoo 15→19 — 197+ tools, multi-tenant, Bulgaria l10n
The Web Access Gateway for AI Agents — 52 channels, 92 MCP tools, 9 SDKs, self-healing backends, async Rust
Multi-driver TUI database client with a built-in MCP server. Six databases (postgres, mysql, sqlite, duckdb, clickhouse, mssql), vim editing, Lua + WASM plugins, schema diff, audit log.
Talk to your self-hosted Actual Budget from any MCP client: a remote HTTP server for LibreChat/LobeChat or a local stdio process for Claude Desktop, with 71 tools for transactions, budgets, rules, and bank sync. No Docker needed for local use.
一个 MCP Server 连接你的所有数据库，数据库 MCP Server 的瑞士军刀。One MCP Server for all your databases. The Swiss Army Knife of Database MCP Servers.
A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to interact with tickets, users, and organizations.
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
A Model Context Protocol (MCP) server enabling LLMs to query, analyze, and interact with Prometheus databases through predefined routes.
A collection of MCP server examples developed with Java SDKs
MCP server providing read-only access to Quicken For Mac financial data via Claude
Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.
INFATON MCP Server — 51 tools for 1C:Enterprise ERP via Model Context Protocol (JSON-RPC 2.0). Digital twins, AI agents, BSL.
Enterprise MCP server for SQL Server with 20 tools for schema discovery, data operations, and administration.
Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting (SARIMAX), and integrates an LLM-based planning agent with tiered access, secure APIs, and PDF reporting.
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.
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales data, inventory, returns, and reports through the Amazon SP-API
MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools
Local-first MCP policy proxy. Tool-block, SQL-mutation gate, PII redact, audit, rate-limit, OpenTelemetry, vault secrets, first-use quarantine, schema pre-inject. No hosted gateway. One YAML Lens wraps any MCP, 20 included (Postgres, MySQL, MongoDB, GitHub, Stripe, Snowflake, etc.). 84% fewer tokens, ~3x faster, holds PII leaks. AGPL or commercial.
🇬🇧🏦 MCP server for UK Companies House API - Search companies, retrieve detailed information, filing history, officers, and charges data through the Model Context Protocol
MCP server for Snipe-IT asset management. Enables AI assistants to manage assets, consumables, accessories, licenses, users, and system configuration via 39 comprehensive tools.
Discover, govern and control access to MCP servers and agent skills across your organization
Persistent cognitive infrastructure for AI systems. 28 MCP tools — semantic memory, emotional processing, identity continuity, and a subconscious daemon. Built on Cloudflare Workers.
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.
MCP server for Run402 — AI-native Postgres + REST + auth + storage + static sites. Pay with x402 USDC on Base. No signups.
Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and CLI. Pre-release.
MCP server to query Italian statistics (ISTAT) via SDMX API — compatible with any MCP client
Nomik is an AI-native code intelligence graph. It transforms your codebase into Neo4j and connects directly to AI agents via MCP.
Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.
An mcp server that provides read-only access to MariaDB.
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital personal assistant.
Servidor MCP para AFIP/ARCA: automatiza certificados, autorización de Web Services, emisión/consulta de comprobantes y generación de PDF con QR.
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
MCP server wrapping the Shopline Open API into 143 AI-callable tools (75 read + 68 write) for e-commerce operations. Built for Claude Code, Claude Desktop, and any MCP-compatible AI client.
Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, pages, and more from any AI agent. OpenAPI 3.1 spec included.
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.
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object.
Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositories locally with structure-aware chunking. Serves grounded context via MCP to prevent hallucinations in software development workflows.
OASiS — an open-source agentic framework for verified multi-physics, multi-code simulation. MCP server letting any AI model drive eight FEM/multiphysics codes (FEniCSx, deal.II, 4C, NGSolve, scikit-fem, Kratos, DUNE-fem, FEBio) plus the SPARTA DSMC particle code, with curated knowledge, verified execution, and cross-code coupling.
🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and database-level operations, making it easy to manage and query Turso databases directly from LLMs.
Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.
MCP (Model Context Protocol) server for DuckDB — auth and friendly SQL support out of the box
Eight free MCP servers for federal contracting data and policy tracking. SAM.gov, USASpending, GSA CALC+, BLS OEWS, GSA Per Diem, eCFR, Federal Register, Regulations.gov. 124 deterministic tool calls, installed from one config block in any MCP client. Companion to federal-contracting-skills.
Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule) over a Tree-sitter graph. Built for MSA via MCP.
EDINET XBRL parsing library and MCP server for Japanese financial data
Semantic code intelligence for AI agents — compile repositories into navigable concept graphs with impact analysis, coupling detection, and prophecy.
Enhanced MCP server for Bloomberg Terminal — BDP/BDH/BDS/BQL/TA with 18 tools, caching, and dynamic screening. Based on tallinn102/bloomberg-mcp.
Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployments with Embedding Search and RAG.
MCP-сервер для 1С:Предприятие через OData: данные 1С на естественном языке из Claude. Чтение по умолчанию, запись по флагу. Работает с любой 1С, где включён OData — облако (Scloud/1cFresh), сервер с SQL или локальная файловая база. | MCP server for 1C via OData.
A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. Built with Spring Boot and Spring AI, this server enables seamless integration between AI assistants and Apache Druid through standardized MCP protocol.
SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-machine bridge sync
dbt Core MCP Server: Interact with dbt projects via Model Context Protocol
MCP Server for the Austrian Legal Information System (RIS) - Access Austrian federal laws, state laws, court decisions and more
MCP server that provide tools to LLMs such as claude in cursor to interact with MongoDB
MCP server for managing cPanel hosting through AI assistants — DNS, email, databases, domains, SSL, PHP, cron, security, backups, and more (164 tools).
A Cloudflare Worker that implements the MCP Streamable HTTP transport for AI agents to interact with pump.fun on Solana.
Use Claude for SAP ABAP development on RFC-only / SAProuter systems: a local HTTP->RFC bridge that lets vsp (and any HTTP-only ADT client) tunnel ADT REST through SADT_REST_RFC_ENDPOINT via PyRFC.
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.
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.
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
Expose Django admin models to MCP (Model Context Protocol) clients. Add a mixin to your ModelAdmin classes and let AI assistants like Claude perform CRUD operations, execute admin actions, and explore relationships—all respecting Django's permission system.
Autonomous backend platform. Your coding agent builds it over MCP, Backenly keeps it running: Postgres, REST APIs, auth, storage, realtime, and functions, with every change governed, verified, and reversible.
Never lose context again - persistent memory management system for AI-powered workflows across multiple tools
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.
Offline database schema context for LLM agents. Extract once, serve via MCP — no live DB needed.
backlog: Your AI agent forgets between sessions. Backlog remembers.
MCP server for the Spaceship API — manage domains, DNS, contacts & marketplace listings via AI
Design-time KNX/ETS assistant as an MCP server: validate (naming·DPT·status·Secure·Matter), repair (propose fixes), decompose devices (exact vendor models from ETS app-programs), diff versions, and generate Home Assistant YAML, ETS exports, an as-built handover pack & KNX IoT — read-only, no live bus.
The most comprehensive, curated collection of MCP servers with ready-to-use configurations
Odoo MCP Server - Model Context Protocol server for Odoo ERP integration. Supports Odoo 14-19+ with JSON-RPC and REST API.
The first free, open-source, self-hosted MCP server for Google Merchant Center (GMC). 126 tools over Merchant API v1 — products, inventory, reports, promotions, returns, account config, audit log + rollback, dry-run. Free alternative to paid SaaS (Adzviser, Catchr, Windsor.ai, Pipedream).
MCP server for Baserow API integration - Enable AI assistants to interact with Baserow databases
Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JSON-RPC.
CLI and MCP server for the UK Companies House API — company search, profiles, officers, filings, ownership, and due diligence
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.
MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.
Local-first, read-only MCP server to talk to your XP Investimentos portfolio through Claude Desktop. TypeScript + SQLite. Zero scraping, zero credentials.
MCP server for Wildberries — marketplace orders, analytics, stock (Russia). Part of WWmcp — 114 MCP servers for emerging markets.
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.
MCP server for searching Danbooru characters and related tags. Search any character tag to get visual traits (ahoge, pink_hair, etc.), wiki, aliases, and costume variants. Pure AI-generated.
MemoryVault — a self-hosted, graph-aware memory server for AI assistants. Cloudflare Workers + D1 + MCP.
MCP server for SAP Business Data Cloud (BDC) integration - 7 tools for Delta Sharing, data product publishing, validation, and orchestration
Your data, explored locally — and your AI agents kept on a leash. A federated data explorer with governed agentic access.
The most comprehensive ServiceNow MCP server. 17 tools for full CRUD, CMDB graph traversal, background scripts, ATF testing, and more.
Headless WordPress MCP server — adds an Astro frontend to any WordPress site. Multi-site support, content sync, and GitHub publishing.
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
🚀 Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
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.
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.
Find and fix what the MCP 2026-07-28 spec revision breaks in your server. 21 rules, 5 autofixers, and a readiness board.
Secure Database MCP Server featuring a V8 Isolate Code Mode sandbox that unifies 181+ tools, delivering 70-90% token savings. Built for enterprise with HTTP/SSE transports, OAuth 2.1, dynamic filtering, granular RBAC, audit logging, deterministic error handling, Prometheus metrics, and encryption at rest for maximum observability and safety.
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.
MCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/tokio/axum, dual transport (SSE + Streamable HTTP), OAuth 2.1, pluggable DB (SQLite/PostgreSQL+pgvector).
aprovodka — MCP server for 1C:Enterprise via REST/OData 3.0. 32 tools: catalogs, documents, registers, accounting, batch, change-tracking. No BSL extension required.
MCP server for deterministic procedural generation — seed-based world building, terrain & content systems
A comprehensive Model Context Protocol (MCP) server for MySQL databases with 200+ tools for advanced database management, diagnostics, performance analysis, security auditing, and AI-powered database interactions.
Monorepo for SAP MCP servers (API Hub, Road Map Explorer, SAP Notes) and their shared SAP authentication module — npm workspaces.
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.
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.
Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Rust, Postgres + pgvector.
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.
Standalone Node MCP server: semantic search + knowledge graph + vault editing for Obsidian, no plugin required
The largest open MCP server directory — 8,000+ community-driven Model Context Protocol servers. Open-source, fully searchable.
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
MCP server for Korean National Library API with 25+ tools for book/library search, popular trends, and GPS-based nearby library discovery
Expert-level PostgreSQL database analysis MCP server for AI assistants.
Talk to your data locally 💬📊. A private AI Data Analyst built with the Model Context Protocol (MCP), Ollama, and SQLite. Turn natural language into SQL queries without data leaving your machine. Includes a Dockerized Streamlit UI
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.
The trust and intelligence layer between AI agents and your database. Read-only by architecture, semantic knowledge graph + audit log, MCP-native.
A local, privacy-preserving knowledge-base MCP server with semantic search (RAG) for Claude and other AI assistants.
Self-hosted Compound AI System for sovereign environments. Features token-saving complexity routing, deterministic MCP tools for math/logic, configurable expert templates, causal/reinforcement learning, agentic loops, and a federated Neo4j GraphRAG.
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.
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.
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.
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.
Accès libre à la jurisprudence française et européenne · MCP server + REST API + recherche web sur ~3M décisions (Cass, CE, CAA, TA, CEDH, CJUE) + 1.5M articles de loi (LEGI/JORF/KALI)
🧠 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.
Session and event store for MCP server, also allows distributed coordination between servers.
A full-featured Model Context Protocol (MCP) server that exposes Ensembl’s REST API. Built using the TypeScript MCP SDK
Production-ready MCP server that lets AI agents build, schedule, run and recover Apache DolphinScheduler data pipelines - 53+ tools, beyond read-only.
Localization & Internationalization Service for ABAP — an MCP server for translating ABAP objects
A comprehensive unified knowledge management system integrating multiple data sources with advanced search capabilities
MCP Server für Open Data der Stadt Zürich – 23 Tools für CKAN, Geodaten, Gemeinderat, Stadtratsbeschlüsse, Tourismus und Echtzeitdaten (Wetter, Luft, See, Parking, ÖV). 6 APIs, 5 Resources.
Hackathon winner MCP server for marketfiyati.org.tr/
MCP-сервер для Claude, который ищет российское ПО в каталогпо.рф (26 000+ продуктов). Подбор отечественных аналогов, продукты с сертификатами ФСТЭК/ФСБ, список производителей — прямо из диалога.
CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.
MCP server for Swiss federal geodata (Swisstopo APIs) — 13 tools for geocoding, height, STAC, WMTS, ÖREB and more
This project demonstrates how to integrate AI capabilities into a typical business application with .NET Platform It showcases a common scenario where business events flow through the system and get processed, stored, and then made available for AI-powered interactions.
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.
AI Agent wrappers for Life Sciences APIs (Open Targets, ChEMBL, UniProt). Accelerating drug discovery with Model Context Protocol (MCP) and FastMCP.
AletheiaDB: The cognitive memory engine for AI agents with fact supersession.
MCP server for Salesforce API integration - Complete CRM integration for GenAI applications
A cognitive substrate for AI agents — hyperdimensional memory with first-class goals, beliefs, sensory, self-model, and a non-destructive unlearn primitive. Rust top to bottom, embedded-first, no LLM in the read path. One binary, no query language.
Financial market data MCP server based on Tushare and finance news sources.
Code knowledge graph and MCP search server with tree-sitter parsing, vector + reranker retrieval, and bitemporal knowledge.
Model Context Protocol (MCP) server for IBM watsonx.data - enables AI assistants to query and explore lakehouse data Resources
ServiceNow MCP server — 67 tools over the full REST surface, with plan-and-apply write safety, capability preflight and an ACL security scan.
This repository contains a complete developer setup for .NET backend vibe coding with GitHub Copilot.
A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database.
MCP server for persistent AI memory. 28 tools — semantic search, emotional processing, identity continuity, subconscious daemon. Built on Cloudflare Workers + D1 + Vectorize.
Content backend with typed lifecycle enforcement, MCP-native API, and zero runtime dependencies. Self-hosted. Open source.
MCP Server for WordPress with Undo. Connect ChatGPT, Claude Desktop, and other MCP clients via OAuth 2.1 and safely roll back AI changes.
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.
A secure MCP (Model Context Protocol) file server providing AI assistants with comprehensive file operations. Features multi-tier authentication, multiple connection modes (stdio/HTTP/public), and safe directory restrictions.
Persistent memory for Claude Code Channels via Telegram, powered by Supabase and MCP.
A modern, flat-file CMS for PHP — no database required. JSON storage, Twig templating, REST API, full admin interface, and AI-ready with MCP integration.
Multi-bot Telegram platform powered by Claude AI with persistent memory, MCP integrations, and team coordination
PostgreSQL MCP server with SSH tunneling for Claude Desktop and ChatGPT
Use this in Claude and other agents to work with markmesh.com
Bi-temporal agent long-term memory: SQLite-backed MCP server with recall ranking, hybrid vector+FTS recall, and a source-staleness signal
Open-source, local-first, AI-native personal finance platform built on DuckDB
🤖 Model Context Protocol (MCP) server for Brazilian public data lookup - Company (CNPJ) and postal code (CEP) information directly in Claude Desktop, Cursor, Windsurf, Continue.dev, and other AI assistants
Documentation for ORMCP - An MCP Server for bridging AI and Database
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
A general-purpose MCP server that lets AI work with multiple databases within clear boundaries.
MCP server for Brazil Central Bank (BCB) data — Selic, IPCA, exchange rates, GDP for AI agents
MCP server for Open Knowledge Format (OKF) bundles — okf-ingest's deterministic consume verbs (context, search, impact, diff, doctor) as agent tools
KI Skills für das microtech ERP-System. GraphQL-Queries, Vorgangsverwaltung und mehr - optimiert für die Nutzung mit GraphQL MCP-Servern
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.
🕷️ Turn PostgreSQL into a secure JSON-RPC API instantly. Zero boilerplate, real-time SSE (LISTEN/NOTIFY), native DB auth (RLS/JWT), MCP for AI agents, high performance & metrics.
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.
A pluggable Model Context Protocol (MCP) server and headless CLI for the Open Knowledge Format (OKF).
MCP server for IBM Planning Analytics / TM1 — full model lifecycle via REST API
Native Model Context Protocol (MCP) server for Zabbix with an embedded AI assistant. Auto-generates API tools from the installed Zabbix version, enforces RBAC, supports OpenAI/Anthropic/Gemini/Ollama.
Vinkius Open Data Initiative: The world's largest open-source database of Model Context Protocol (MCP) servers. Production-ready metadata connecting AI agents to APIs and enterprise tools.
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)
Open-source MCP server for AppFlowy Cloud — let AI agents read, build, and edit your workspace (databases, pages, rows, blocks) over Google OAuth or a token.
Self-hosted, multi-tenant Backend-as-a-Service for the AI era — Postgres, document & object storage, identity, serverless functions, event streaming, realtime, durable workflows, and MCP server hosting, all from a single Helm chart for Kubernetes/OpenShift.
Metabase MCP server for AI Agents. Authenticate with a browser session cookie, no API key required.
Secure MySQL MCP Server with Clean Architecture. Enables AI assistants (Cursor, Copilot, Cline) to safely interact with MySQL/MariaDB databases, featuring RBAC, audit logging, and intelligent query validation.
MCP server for agent memory over HexxlaDB—ring retrieval, embeddings + lexical search, seams, facets, YAML persistence policy, localhost HTTP transport.
A curated list of MCP (Model Context Protocol) servers, tools, frameworks, and resources
A comprehensive MCP server for accessing Capetown Opendata
MCP server for patent search and prior art discovery powered by Google Patents public dataset
MCP server exposing Radarr as 34 tools for any MCP-compatible AI client (Claude Desktop, Claude Code, Cursor). Manage your movie library in natural language. Stdio + HTTP.
本地优先的文档数据管理工具：把大规模语料整理成带稳定地址的条件树，精确定位片段且可回溯出处；关键词 + bge-m3 语义检索，经 MCP 开放给外部 AI agent。
Open source memory infrastructure for AI and humans. Turn scattered knowledge into AI-ready context across Claude, Cursor, ChatGPT, and any MCP client.
MCP server for the CanLII Canadian legal database. Hosted at canlii-mcp.vaquill.ai. Works with Claude, Cursor, VS Code, Windsurf.
A production-grade, schema-aware PostgreSQL MCP server for enterprise AI. Features Zero-Trust SQL validation, multi-tier permissions, and real-time schema introspection for secure, autonomous database operations.
MCP server for WHMCS automation - AI-powered client management and hosting operations
MCP server providing AI assistants with safe, read-only access to SQL Server databases. AST-based query validation, rate limiting, and DBA diagnostic tooling.
A comprehensive collection of Model Context Protocol (MCP) servers categorized by functionality. This repository helps developers and AI enthusiasts discover and utilize the wide array of available MCP servers for various applications.
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
Read-only MCP server for SQL Server with safe schema discovery and querying.
Track and visualize agent skill download history. Star-history for ClawHub.
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.
OCI Pricing MCP Server - Model Context Protocol server for Oracle Cloud Infrastructure pricing information
MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in food dataset
The knowledge base AI coding agents share. Submit, search, and reuse battle-tested solutions across teams. Self-hosted, MCP-native, AGPL-3.0.
Governed MCP access to Odoo data with Odoo permission preservation, built-in AI chat, and embedded or external Foggy engines.
🗄️ Model Context Protocol (MCP) server for SQL Server integration with Warp terminal. Execute queries, explore schemas, export data, and analyze performance with natural language commands.
Fast, configurable Rust MCP filesystem server with explicit root isolation, bounded I/O, search, and optional terminal tools.
A Model Context Protocol (MCP) server implementation for DiceDB to enable AI applications to interact with DiceDB databases.
High-performance Rust MCP server that indexes codebases via vector + graph databases for AI coding agents
Read-only MCP (Model Context Protocol) server for Laravel. Give Claude Code, Cursor, and AI coding agents safe live access to your database, logs, queue, cache, routes, and config. No Sanctum, no user table, no write access.
MCP servers for SQL databases. One package per engine (SQLite, libSQL, MySQL, MariaDB, Postgres), two tools, read-only by default, secrets never in logs.
MCP Maker - MCP server generator. Connect Claude, Cursor, ChatGPT, Grok & DeepSeek to PostgreSQL, MySQL, MongoDB, Airtable, Notion + 13 data sources. Zero code.
Encrypted memory layer for AI agents, built on Nillion's Blind Computer. MCP server + vault SDK that no operator — not even us — can read.
A curated list of MCP servers for healthcare and medical
Talk to your PostgreSQL databases through Claude Code, Cursor, or any MCP client. Schema exploration, analytics, cross-database comparisons - all read-only, all local.
MCP agent for semantic metrics governance with built-in trust scoring, lineage visualization, and conversational metric definition. Designed for data teams working with dbt, LookML, and modern semantic layers.
Read-only MCP server for JPA/Hibernate schema introspection in Spring Boot
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.
Self-hosted MCP server for hybrid semantic code search and repository intelligence.
MySQL MCP server with multi-connection support, safe-by-default writes, query inspection and performance analysis.
A Model Context Protocol (MCP) server for Tuleap. Enables AI assistants (Claude, OpenCode, Cursor, Gemini) to read Agile projects, query artifacts, fetch Epics and User Stories, and search Git repositories natively.
MCP server for the Airbyte API — manage workspaces, sources, destinations, connections and jobs from any MCP client.
A PostgreSQL MCP server that automatically detects and redacts PII in query results before they reach AI agents.
CLI and MCP server for Voog CMS — manage Liquid templates, pages, products, redirects, and ecommerce settings from your terminal or any MCP client (Claude, etc.)
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
The agent-native Supabase killer: SQLite speed today, distributed cloud next, without the PostgreSQL tax.
MCP server providing seamless access to the IGDB (Internet Game Database) API for AI assistants. Search games, get detailed information, find trending titles, and execute custom queries through the Model Context Protocol.
One MCP server for Anna's Archive, Library Genesis, Sci-Hub & Z-Library — search books/papers, resolve download links, fetch files. No keys, no login.
MCP server exposing Moodle Web Services to Claude, Cursor, and other AI assistants
High-performance MCP server for USPTO Patent File Wrapper API with secure document downloads, metadata access, and context reduction
MCP server for secure database access (PostgreSQL, MySQL, SQLite)
Read-only MCP server for OceanBase metadata discovery and SQL access.
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.
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
Professional MongoDB MCP Server. Empowers LLMs with intelligent document management, complex aggregation pipeline construction, and collection analysis. Built for secure, AI-driven NoSQL development with robust access control and query validation.
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.
MCP server for querying FEC campaign finance data - search candidates, track donations, analyze spending, and monitor Super PAC activity
Canonical unified MCP server in golang for Hugo sites — oauth register and self registered token
MCP server in Go to search, download and read books, papers, comics and more from Library Genesis — plus keyless open-access discovery (arXiv, Crossref, OpenLibrary, Gutenberg, dblp, PubMed, ERIC) and article downloads via Unpaywall, Europe PMC, bioRxiv, CORE and OAPEN. Four focused tools, one static binary, no account required.
Docker container for centralized Ruflo MCP server with PostgreSQL (RuVector). Architecture: Ruflo (stdio) → Express proxy (Streamable HTTP /mcp).
Security-first MCP server for Odoo 17/18/19 — YAML-driven security, zero Odoo-side code, 27 tools + 5 resources + 7 prompts
Model Context Protocol (MCP) server for MS SQL Server. Enables LLMs and AI agents (Cursor, Copilot, Claude) to safely explore schemas and execute read-only queries with advanced SQL injection protection.
Unauthenticated MCP server exposing read-only chain-data tools and pay-per-call Web3/market/travel tools settled via x402 — built on the official MCP SDK and NestJS.
🟣🤖 Allow AI systems to view and control your Starling Bank account via MCP
Configurable AI agent orchestration, delegation, memory, and project context through MCP.
FastMCP server for conversational AI waifu with user management, dialog CRUD (get/set/reset), OpenRouter API integration, SQLite persistence, and modular extension architecture.
Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP.
MCP server connecting Claude to Metabase for natural language data analysis, dashboard management, and SQL queries
High-performance MCP server for log analysis. Give Claude the ability to analyze massive log files with SIMD-accelerated parsing. 5-50x faster than awk for aggregations.
23 SAP development skills for Claude Code — ABAP, RAP, CAP, Fiori, BTP, HANA, S/4HANA, Integration Suite and more. Agent Skills Specification compatible.
MCP server for Easy Digital Downloads REST API - sales, customers, products, and analytics
Shared context substrate for AI agents. Retrieval that learns what's useful. Runs local or cloud.
Codex skill and MCP server for operating Docker-based local YDB deployments, locally or over SSH.
🚀 The most complete MCP server for Groww — 25 tools, ⚡ automated TOTP auth, GTT/OCO smart orders, 📈 option chain with Greeks, backtesting. 🤖 Connect any AI assistant to your Groww trading account.
MCP server for Steam game library management — 14 consolidated tools, minimal context footprint, local files + optional API
Lightweight persistent memory for AI agents. One SQLite file. Hybrid search. Zero to 12MB.
BioMed MCP over AlphaFold DB + 8 public sources, with SQLite knowledge graph, offline mode, and explicit clinical-use limits.
MCP server that provides PostgreSQL database access and operations
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.
Production-grade PostgreSQL MCP Server. Empowers LLMs with 40+ tools for deep database interaction, including schema inspection, secure query execution, performance analysis, and administrative tasks. Built for reliable AI-driven development.
Governed AI coding on Claude Code: tiered pipelines, audit skills, MCP server. Claude generates, your or your team decides.
MCP server for Apple Numbers - read, write, search, and format .numbers spreadsheets via Claude and other AI assistants
Computer Experience Layer — MCP server for native computer use on macOS. Structured perception, reliable actions, continuous awareness.
Search the Metropolitan Museum of Art collection, fetch full artwork records and open-access images via MCP. STDIO or Streamable HTTP.
MCP Server for Webhosting4U Domain Registrar - Register, transfer and manage domain names from your IDE using AI and natural language. 32 tools, Cloudflare Workers, Streamable HTTP transport.
MCP server for WordPress REST API — manage pages, posts, shortcodes and Elementor content from Claude Code.
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.
Access US federal award, recipient, agency, and spending analytics data from USAspending.gov via MCP. STDIO or Streamable HTTP.
Serveur MCP pour Ara — Audits d'accessibilité RGAA 4.1 du gouvernement français. Permet des flux de travail d'audit assistés par l'IA via le protocole MCP (Model Context Protocol).
MCP server for meupc.net — Brazilian PC building platform with price comparison. No API keys required.
Local-first memory for AI agents. Stays on your machine, stays yours.
Demonstration of MCP with Spring Server and Client, using Ollama
Collection of MCP servers for AI agent teams - Seamless integrations with Airtable, Asana, and Slack for powerful AI-driven workflows
Football Livescore MCP Server — real-time football scores, standings, and match data via Model Context Protocol
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.
MCP server for multiple PostgreSQL databases. One process, unlimited databases. Hot-reload JSON config, --label per-project isolation. Read-only safe queries. Works with Claude Code, Cursor, Windsurf, Cline, and any MCP-compatible AI client.
MIRROR - Development at https://gitlab.com/genealogy-mcp/gramps-mcp
Talk to your Oura Ring data through Claude. Local SQLite mirror, 14 MCP tools, OAuth2, ~5-minute setup.
MCP server for Malcolm: full read surface plus opt-in, audited write tools
A Model Context Protocol server that provides read-only access to PostgreSQL databases with enhanced multi-schema support.
[UNOFFICIAL] ECOUNT ERP MCP Server for Claude Code & Desktop: Automate inventory & sales workflows via AI Agents. (이카운트 ERP 업무 자동화를 위한 MCP 서버)
WordPress MCP server for Claude, Cursor, Codex and Copilot. 103 typed abilities in the free plugin: posts, pages, Gutenberg blocks, media, menus, taxonomies, plugins and themes, with OAuth 2.1, safety profiles and rollback. Pro adds 968 plugin-aware abilities for Elementor, Bricks, Divi, Beaver Builder, Oxygen, WPBakery, WooCommerce, ACF and Yoast.
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.
MCP server for the National Bank of Belgium SDMX statistical API — 221 dataflows, 6 tools, 3 resources, bundled enriched catalogue.
Local-first Garmin data warehouse with an analysis-grade MCP server. Sync once, analyze forever - even when the API is down.
PostgreSQL-backed virtual filesystem exposed via MCP tools. Persistent, session-isolated file operations for AI agents.
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
A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, germplasm, genotypes, & more - across Breedbase, T3, Sweetpotatobase, & any BrAPI v2-compliant server.
Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MCP. STDIO or Streamable HTTP.
Pre-release PostgreSQL-backed MCP memory server with hybrid search and hierarchical summaries
The universal board for AI agents — one Kanban for tasks, bugs, support, CRM & roadmap, operated by humans and agents via a built-in MCP server. Open-source, self-hostable (Next.js 16, Prisma 7, Auth.js v5).
MCP server giving LLM agents a seven-verb API over papers, documents, code, state, patents, and cached web/Wolfram/YouTube tool calls
TrustyData MCP server — French address data quality, geocoding & routing (BAN/INSEE/OSM). Hosted remote MCP at mcp.trustydata.app.
Government Contracting MCP Server — AI-powered tools for federal procurement intelligence, SAM.gov analysis, and contract opportunity discovery
First MCP Server for GLPI ITSM — Connect Claude, ChatGPT and Copilot to your IT operations via natural language
MCP bridge connecting FileMaker databases to AI coding agents
Rust MCP/HTTP log aggregation platform for homelab syslog, Docker logs, OTLP ingest, SQLite/FTS search, and AI transcript correlation.
Hardened MCP server for TrueNAS SCALE. 270 safety-tiered actions over WebSocket JSON-RPC, single hierarchical tool, fail-closed registration gate, layered response filtering. PolyForm Noncommercial.
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.
Project-aware collection management based on Qdrant, including a Rust MCP, daemon and CLI: hybrid semantic, pattern and full-text (FTS5) search into single or cross-concerns collection. Dedicated collections for knowledge library, LLM behavioral rules, and an LLM scratchpad
🧠🤖 MCP-compliant AI agent server in TypeScript 🚀 — Extend Claude & others with 📊 Google Drive, Sheets, Docs superpowers! Pre-built executables available for easy installation
Open-source MCP-enabled transmission line calculator. Z₀, εeff, L, C, Rs, Gp for microstrip, stripline, CPWG, diff pairs, and arbitrary 2D cross-sections — driven from Python, CLI, or any LLM agent.
Unified MCP server for Australian public data: ABS, RBA, DCCEEW energy, OECD, World Bank, IMF and UN Comtrade retrieval for AI agents.
A verifiable engineering knowledge engine that turns technical documents, CAD models, and equipment data into structured knowledge for humans and AI agents.
Headless, client-neutral MCP server for governed SAP ABAP development through ADT
MCP server for Datto RMM — device management, monitoring, alerts, and patch status tools for AI assistants
Store and recall robotic experiment data to improve task success by learning from past parameters, trajectories, and outcomes.
Agency-grade MCP server for WordPress Elementor — multi-site management, safe Elementor data editing, template export/import, version tracking. MIT.
MCP (Model Context Protocol) server for Hudu IT documentation platform
A small, self-hosted MCP server that gives Claude read/write access to your Google Sheets
Read-only MCP server exposing a Roblox game portfolio to Claude: live stats, history, Open Cloud analytics, and a Claude-classified Discord feedback digest.
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).
**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
Model Context Protocol (MCP) server enabling AI and LLM integration with the Moqui Framework.
SAP HANA meets modern Python. Rust-powered driver with zero-copy Arrow, native Polars/pandas support, async pooling. Includes MCP server for AI assistants.
MCP TypeScript qui croise et réconcilie 13 référentiels publics français (santé, démographie, entreprises, géo, immobilier) — détecte les SIRET fermés invisibles côté DREES, évalue le potentiel immobilier d'un site (DVF €/m², permis, PLU). 36 tools. Pour Claude, Cursor & toute app TS.
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.
Governance for AI-written project docs — verify, catch drift, keep them code-grounded, enforce in CI. Zero-dependency, OKF-compatible.
Safe-by-default Oracle Database MCP server, in pure Rust — fail-closed SQL guard, engine-free, stdio + HTTP.
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.
🤖 Enhance your dbt experience with the dbt-core-mcp server, your reliable partner for smooth development in Python and data transformation tasks.
File-first knowledge base for humans and AI agents — self-hosted Markdown notes with a web editor and a built-in MCP server.
Self-hosted MCP gateway: AI agents get audited, SSO-gated, read-only database access without ever holding a DB credential.
Dedicated MCP (Model Context Protocol) server for agentic interaction with BACnet building automation networks — bulk reads, hot-reload safety layer, and a ratatui operator console on the rusty-bacnet stack.
A DataHub MCP Server and composable Go library for building custom MCP servers that integrate DataHub metadata capabilities. Part of the txn2 MCP toolkit ecosystem.
Open-source AI agent memory dashboard and MCP memory template with Supabase pgvector recall, Mem0, Optimization Kit, and Memory File Sync Kit for Claude, ChatGPT, and Cursor.
Browser bookmarks automation via FastMCP — search, organize, RAG-friendly export. For Cursor / Claude Desktop.
MCP server giving LLM agents access to databases, files, graphs, and a full data science toolkit — 52 tools across 13 database types and 20+ file formats
MCP server for SQLite — query databases, inspect schemas, explain queries
MCP server for Mindbox — CDP, customer profiles, segmentation (Russia)
MCP server for developer environment diagnostics and PostgreSQL query and index analysis.
Enterprise MCP server for Sigma Computing. Provision dashboards, build models, and automate cloud analytics. (Not official/affiliated with Sigma Computing, Inc.)
MCP server that gives AI agents persistent memory -- briefings from GitHub, Discord, and past sessions
Persistent layered memory MCP server for AI agents — SQLite + FTS5 + vector hybrid search (RRF), multilingual, zero-cloud
Access UN Comtrade international merchandise and services trade statistics — country lookups, HS commodity search, bilateral trade flows, balances, rankings, and data availability — via MCP. STDIO or Streamable HTTP.
Qobrix CRM MCP server — 64 tools, RESO DD 2.0. Connect Claude.ai, Dust.tt, Cursor, and other MCP clients to live real-estate CRM data. Modes A/B open source; Mode C/D via SharpSir Enterprise OAuth.
Read-only MCP server for PostgreSQL introspection, safe SELECT queries, and schema resources.
Official MCP server for OpenGolfAPI — 49 tools: golf course data, scoring, competitions, identity. Free tier, no key needed.
Memory-enhanced MCP server with local RAG database and expiring memory capabilities
Connect VS Code Copilot and Claude to IBM i / AS/400 via the Model Context Protocol
A powerful MCP server for SQL Server — schema discovery, query execution, DDL, stored procedures, performance diagnostics & more.
Perfect recall for imperfect machines. A shared memory layer for LLMs via MCP
🧠 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.
Your SIEM answers live behind a console you babysit. wazuh-mcp reads Wazuh alerts, agents, and CVEs straight into your AI client. Read-only, nothing leaves the box.