fastmcp
173 servers · 33,929★ total
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.
MCP-NixOS - Model Context Protocol Server for NixOS resources
Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, organize, and send email via IMAP and SMTP.
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.
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.
一个让 Claude Code 调用 Codex 干活，并可以同时调用多个模型（GPT、Kimi、DeepSeek 等）的 MCP 工具。
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads, and search.
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.
Model Context Protocol (MCP) server for pfSense firewall management. Control firewall rules, VPNs, DNS, DHCP and diagnostics in natural language from Claude Desktop, Claude Code or any MCP client — 333 wire-format-verified tools for the pfSense REST API, with safety guardrails, config backup and rollback on every change.
MCP server for predictive maintenance and machinery fault diagnosis. Gives AI assistants evidence-based vibration analysis - FFT, envelope, bearing fault detection, ISO 20816-3 severity - with a measured, blind CWRU benchmark. Local-first: raw signals never leave your machine. Includes a Claude Code plugin.
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.
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）
Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment.
국토교통부 건축HUB → MCP 서버. 건축물대장·건축인허가·주택인허가 + 법정동코드 + 한 필지 종합카드·동 단위 통계·노후건축물 분석. 공용키 탑재 remote 커넥터(URL만 등록)
Production-shaped MCP server for Blender with goal-first routing, curated tools, deterministic verification, and vision-assisted 3D modeling workflows.
MCP server for managing Apache Superset — 128+ tools for dashboards, charts, datasets, SQL Lab, access control
[L0 CONSTITUTION] arifOS — constitutional MCP kernel. Law, identity, F1–F13, VAULT999. Judges but never executes. DITEMPA BUKAN DIBERI.
Lightweight Python Notebook MCP - Enable AI assistants to create, edit, and view Jupyter notebooks via Model Context Protocol
Dynamic FastMCP extends the Model Context Protocol Python server with context-aware tools that adapt their behavior and descriptions based on user, tenant, and request context.
Calibre library automation via FastMCP — metadata, shelves, RAG-friendly export. Companion to Calibre, not a replacement. For Cursor / Claude Desktop.
Headless Inkscape SVG automation via FastMCP — 60+ ops: create, boolean, LPE, export, text, fleet pipeline. Batch without GUI tour. For Cursor / Claude Desktop. Webapp + Tauri.
MCP security testing framework for evaluating Model Context Protocol server vulnerabilities
Runtime visibility for Python MCP servers. Captures tool calls, session lifecycle, module imports (SHA-256), and subprocess execution as structured NDJSON. No code changes.
Headless Blender automation via FastMCP — 41 portmanteau tools (150+ ops). Batch mesh/VSE/Grease Pencil, VRM, Gaussian splats; optional live bridge. For Cursor / Claude Desktop. React dashboard + Tauri app.
MCP server for Indian APIs — GSTIN, IFSC, PAN, UPI, pincode, HSN/SAC. Zero auth. Offline-first. For AI agents.
MCP server + CLI that lets Claude Code agents delegate tasks to agents in other project directories. Multi-agent orchestration: parallel dispatch, sessions, async jobs, agent dialogues.
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioContextAI
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.
ZulipChat MCP Server - A Model Context Protocol server that bridges AI agents with Zulip Chat. Built with FastMCP for lightning-fast performance, featuring comprehensive chat management and intelligent summarization. Transform your Zulip workspace into an AI-powered collaboration hub!
MCP server for Snipe-IT asset management. Enables AI assistants to manage assets, consumables, accessories, licenses, users, and system configuration via 39 comprehensive tools.
Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-save, and 39 pandas-powered tools. Works with Claude, ChatGPT, Cursor, Windsurf, Claude Code, and any MCP-compatible client. Built on FastMCP 3
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.
Remote MCP server for Korean stock analysis — real DART filings, KRX quotes, conservative valuation ranges for Claude, Cursor and any MCP client
MCP server for Web3 protocol documentation — EIPs, ERCs, BIPs, SIMDs, Cosmos ADRs, Polkadot RFCs, contract registry
Actively maintained WhatsApp MCP — 26 tools, webhooks, anti-ban, Docker, self-healing. Drop-in for abandoned lharries/whatsapp-mcp.
An Open Sourced Model Context Protocol (MCP) Local server that gives AI Clients real-time cybersecurity reconnaissance capabilities
Stateless Substack Gateway exposing a REST API and MCP for reading profiles, posts, notes, and comments, plus authenticated personal and note-publishing workflows.
Detonate files & URLs in cloud malware sandboxes (Hybrid Analysis, tria.ge, ANY.RUN) and enrich IOCs across MalwareBazaar, ThreatFox, URLhaus, Feodo, URLScan & VirusTotal — straight from Claude. BYOK, async, MITRE ATT&CK.
Safety-first MCP server for self-hosted UniFi. 57 Network + 11 Protect + 18 Access tools, dry-run previews, JSONL audit log, composite rollback. Multi-site. Stdio + Streamable HTTP.
MCP server for sequential thinking and complex problem-solving. Built iteratively using itself. Features confidence scoring, assumption tracking, and multi-session support.
MCPs for Riksarkivet open APIs. This covers both agents and mcps
Unified MCP server composing Scryfall, Commander Spellbook, 17Lands, EDHREC, Moxfield, Spicerack, and MTGGoldfish into one interface for AI assistants. 69 tools for Commander analytics, draft evaluation, competitive metagame, sideboard strategy, and more.
Local MCP server that exposes classic Outlook desktop (mail, calendar, contacts, tasks, rules) to Claude and other MCP clients via COM. No Azure app, no Graph API, no OAuth.
Agent Hub is an AI orchestration platform that transforms how developers and DevOps engineers interact with their toolchain. Built on the cutting-edge Model Context Protocol (MCP), it provides intelligent automation through specialized AI agents, seamlessly integrating with GitHub, Azure, security tools, and data processing
Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployments with Embedding Search and RAG.
MCP server for ServiceNow — 19 tools, 5 resources for incidents, CMDB, update sets. OAuth 2.1+PKCE, MCP 2026-07-28 stateless protocol (FastMCP 4), Claude Code skills. Works on any SN version (Tokyo+), no entitlements needed.
Put an AI agent on rails: mount a Burr state machine as an MCP server so the agent can only take the next allowed step, with every step recorded and replayable.
Model Context Protocol server for Fathom AI - access meeting recordings, transcripts, summaries, teams, and webhooks
From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human
Your personal GitHub registry for AI Agent Skills. One repo. EVERY agent. EVERY device. Loaded on demand — Zero startup bloat.
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
MCP server for French tax calculations and information - enables AI assistants to provide accurate French tax guidance
The Sovereign Stack: MCP server binding local AI capabilities with governance protocols. 100% local operation with memory, conscience, and recursive observation.
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 comprehensive Model Context Protocol (MCP) server providing real-time YouTube Data API access for AI assistants. Features 14 functions including intelligent content evaluation with technology freshness scoring for knowledge base curation.
Stateful SageMath MCP server: 37 tools for symbolic math, algebra, number theory, graphs and plotting. A persistent Sage session per client, an AST policy in front of it, and a hardened container as the real boundary.
Define Python tools once and serve them as a Typer CLI, FastAPI app, or FastMCP server — or convert existing apps between all three.
SAP SuccessFactors MCP server — 43 HR tools for Claude Desktop & Cloud Run. Query employees, permissions, time off, hiring, compliance, and more via natural language.
Unofficial MCP server for Microsoft Planner using Microsoft Graph and Entra ID delegated authentication
🤖 Manage multiple Telegram accounts effortlessly with AI-driven tools for bulk messaging, scheduling, and more in one easy-to-use platform.
A small FastMCP-based Microservice that renders LaTeX to PDF. The server exposes MCP tools to render raw LaTeX or templates and produces artifacts
The ultimate AI Agent skillset. An official MCP Server packed with 16 world-class tools to autonomously convert standard markdown into animated, glassmorphic GitHub Profile masterpieces
A production-ready Model Context Protocol (MCP) server for Idira (formerly CyberArk) Privilege Cloud integration. Enables AI assistants and MCP clients to securely interact with privileged account management, safe operations, and platform configurations.
Playwright MCP Server 一个基于 FastMCP 框架的专业级 Playwright 浏览器自动化 MCP 服务器，为 LLM 应用提供强大的网页交互和数据提取能力。
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.
국가연구개발(정부 R&D) 규정 검토용 MCP 서버 — 혁신법·시행령·행정규칙 55종을 AI로 검색·검토 (Korean national R&D regulations MCP)
Python SDK for protecting MCP servers and OAuth 2.1 resource servers with tokens issued by the Authplane authorization server. Includes framework adapters (e.g. MCP, FastMCP).
Vault-native MCP server for Obsidian: let Codex, Claude Code, Hermes, and other agents read, search, and safely manage your notes.
MCP server for self-hosted Penpot — AI-powered UI/UX design and prototyping (66 tools)
The complete Google SEO MCP for Claude Code & Cursor — Search Console + Analytics 4 + 5 cross-platform tools (GSC↔GA4 journey, opportunity matrix, traffic health check, revenue attribution, full landing page diagnosis). Diagnostic intelligence with anti-hallucination provenance, leave-one-out Z-score, real funnels. Read-only by default.
MCP server for Korean National Library API with 25+ tools for book/library search, popular trends, and GPS-based nearby library discovery
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.
📦 Discover, deploy and test MCPs in isolated sandboxes (for test: https://superbox-demo.netlify.app)
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.
Compose and generate effortlessly MCP servers from any OpenAPI specifications
A comprehensive Claude Code skill for building production-ready MCP servers using FastMCP. Includes reference guides, runnable examples, and a complete implementation with OAuth, testing, and best practices.
Bilibili MCP server (Model Context Protocol) for AI agents. Access user profiles, videos, dynamics, articles, subtitles, and followings.
Production-ready MCP server that lets AI agents build, schedule, run and recover Apache DolphinScheduler data pipelines - 53+ tools, beyond read-only.
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.
Context-optimized MCP server for web scraping. Reduces LLM token usage by 70-90% through server-side CSS filtering and HTML-to-markdown conversion.
AI Agent wrappers for Life Sciences APIs (Open Targets, ChEMBL, UniProt). Accelerating drug discovery with Model Context Protocol (MCP) and FastMCP.
Control Spotify from Claude, Cursor, or any MCP client. 100+ tools for playback, playlists, discovery, and curation.
A feature-rich Model Context Protocol (MCP) server and CLI for Allure TestOps TMS.
TypeScript SDK for protecting MCP servers and OAuth 2.1 resource servers with tokens issued by the Authplane authorization server. Includes framework adapters (e.g. MCP, FastMCP).
MCP data analysis server with 60 expert tools - auto chart recommendation, accessibility-validated chart themes (CVD-simulated, CI-enforced), statistics, ML diagnostics, and inline result display for any LLM (Claude / OpenAI)
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.
Sherlock MCP Server: Find truth and counter propaganda through ethical OSINT. FastMCP integration for social media username searches across 400+ platforms using Model Context Protocol. Empowering investigators, journalists, and AI assistants with transparent, verifiable tools.
A MCP server for the Frankfurter API for currency exchange rates.
生产级中国 A 股数据 MCP server (akshare 主源, baostock/tushare 降级; stdio + Streamable HTTP; 30 tools)
MCP server built with Google’s Agent Development(ADK) Kit featuring multiple specialised agents that collaborate through intelligent routing. The system provides RESTful API endpoints for various capabilities including web searches, data analysis, and code generation while maintaining extensibility through a modular architecture
Godot 4 automation via FastMCP — scene/mesh/PBR/particles, STL import, HTML5 export. For Cursor / Claude Desktop. Webapp.
Per-agent scoped MCP tool proxy — credential isolation, resource scoping, and audit logging for AI agent deployments
Self-hosted, read-only MCP server for personal finance. Connect your banks via Plaid and query them from Claude Code.
Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents
MCP servers for Microsoft Office — Excel, Outlook, PowerPoint, Word. Local-first, governed, developer-controlled.
MCP server for comprehensive documentation lifecycle management. Automates change detection, link validation, quality assessment, and documentation synchronization for software projects.
High-performance MCP server for USPTO Enriched Citation API v3 with AI-powered data extraction, token-saving context reduction, progressive disclosure workflows, and seamless cross-MCP integration
One FastMCP server, one port — expose each tool group at its own native MCP URL, so every agent sees only the tools it needs. No proxy, no gateway.
Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector.
🧩 Turn Python AnyWidgets into interactive, composable MCP Apps
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.
MCP Orchestration Gateway – aggregates tools from multiple MCP servers with BM25 search and deferred loading for Claude Desktop
Instant SEO, performance, and security audits for any URL — an MCP server for AI agents
MCP server that lets AI models invoke CLI agents (Codex, Claude, OpenCode) as tools — with parallel execution, retries, and structured output parsing.
MCP server for GitLab API — 76 tools for AI assistants (Claude, Cursor, VS Code). Projects, MRs, pipelines, CI/CD, approvals, issues, code review.
Demo MCP server showcasing Tools, Resources, and Prompts — built for presentations with Claude Desktop support
RTL-SDR + MCP server: spectrum, waterfall, FM audio, station DB, GNU Radio demod — web dashboard and AI control via FastMCP 3.4
SWAG reverse proxy configuration management via MCP. Create, edit, view, and manage nginx proxy configurations with auth integration.
Chia Health MCP Server — Patient workflow integration for a licensed US telehealth platform. Browse GLP-1 medications (semaglutide, tirzepatide), peptide therapies (sermorelin, NAD+, glutathione), and longevity treatments. HIPAA-compliant. 34 tools.
Open-source MCP server that assembles interactive, SCORM-compliant e-learning courses. Self-hostable. By edumints.com.
MCP server for validating legal citations against CourtListener's 9M+ opinion database — detects AI-hallucinated citations, name mismatches, and ambiguous reporters with an interactive citation panel.
Authenticated, self-hosted WhatsApp MCP server that serves 96 tools for the token cost of 29, with a labeled eval for tool-retrieval accuracy. Go bridge + Python FastMCP.
MCP Maker - MCP server generator. Connect Claude, Cursor, ChatGPT, Grok & DeepSeek to PostgreSQL, MySQL, MongoDB, Airtable, Notion + 13 data sources. Zero code.
MCP server giving LLM agents lean, identifier-routed tools to look up, read, and cross-reference academic papers across 7 providers (OpenAlex, arXiv, bioRxiv, ACL Anthology, Crossref, OpenCitations, Wikipedia).
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.
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.
High-performance MCP server for USPTO Final Petition Decisions API with context reduction and cross-MCP integration
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.
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.
High-performance MCP server for USPTO Patent File Wrapper API with secure document downloads, metadata access, and context reduction
Instantly generate a beautiful, interactive testing dashboard for your MCP servers. Plug and play in one line of code.
Jellyfin library automation via FastMCP — self-hosted media agent bridge. For Cursor / Claude Desktop.
Setu — open-source MCP server that lets AI assistants (Claude, ChatGPT, Cursor) send job applications and outreach from your own Gmail. Send-only scope, OAuth, server-side guardrails.
Stateless MCP server for Redmine. Each user brings their own API key; no database, no shared secret.
Wrap any Click or Typer CLI as an MCP server for AI agent integration
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.
🤖 MCP Server to fully control an Instagram account via AI agents. 68+ tools: posting, DMs, stories, reels, highlights, search, and more. Built with FastMCP + instagrapi.
GUI automation MCP server powered by local Vision LLM (Ollama). Control your Windows desktop from Claude Code, Codex CLI, and other MCP clients.
High-performance MCP server for USPTO Patent Trial and Appeal Board (PTAB) with context reduction, progressive disclosure workflows, and seamless cross-MCP integration
No-fuss YouTube transcripts for MCP - no API keys required! A Model Context Protocol server to get YouTube video transcripts.
Search history local agents for prompts and conversations (Codex, Claude, Cursor, agy, grok, pi, opencode)
Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the Model Context Protocol.
An MCP server that gives Claude conversations a persistent, interactive plan/to-do panel.
The first open-source MCP server for jPOS and ISO 8583. Give AI agents deterministic access to payment protocol expertise.
MCP server for Plane: create, update, audit, and export work items from Codex and AI coding clients.
在 Docker 里跑 QMT，用 MCP 接入 AI Agent —— 券商无关的 A 股行情/账户 MCP 服务，docker compose 一键起 · Run QMT in Docker, plug it into AI agents over MCP (broker-agnostic A-share market-data & account tools)
MCP server exposing datos.gob.do — Dominican Republic open government data — to any AI assistant. Search, browse, and preview 1000+ public datasets from 266 government institutions.
Production-ready Model Context Protocol (MCP) server for Method CRM API integration. Enables LLMs to interact with Method CRM through 20 comprehensive tools.
FastMCP server for Apollo.io — 22 tools: sequences, campaign health, mailbox warmup, enrichment, CRM, credits. Includes Cloudflare bypass and undocumented API discoveries.
Open-source MCP server unifying SEO + GEO across Google Search Console, IndexNow (Bing/Yandex/Naver/Seznam), and LLMs (Perplexity + more). MIT licensed, runs locally over stdio.
Read X/Twitter threads, replies, quotes, and search through MCP using twscrape and your own session. No paid API.
Secure SSH gateway for AI assistants — MCP server with connection pooling, session isolation, command safety, and web audit panel
fastchat-mcp is a very simple way to interact with MCP servers using custom chats through natural language.
MIRROR - Development at https://gitlab.com/genealogy-mcp/gramps-mcp
Autonomous AI agents inside a Qubes-isolated sandbox - tag-scoped Admin API access with dom0-mediated trust boundary.
FastMCP-based SSH bridge enabling AI assistants (Claude, ChatGPT, Copilot) to securely execute commands on remote servers. Supports STDIO & HTTP/SSE transports, OAuth 2.0/OIDC authentication, multi-host orchestration, and persistent SSH sessions.
MCP server for Swiss federal law (Fedlex) — search the SR, monitor legal changes, and query BBl/treaties via Claude Desktop or Claude.ai
Successfully developed a Travel Planner Assistant powered by LangGraph and MCP, integrating real-time flights, hotels, weather, places, and timezone tools. Features modular MCP servers, OpenAI agent orchestration, and a Streamlit UI for end-to-end trip planning.
MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.
Typed, versioned design records for engineering projects — decisions, rationale, and the roads not taken, kept as plain Markdown and driven by your agent over MCP.
Bizy is the first rules and logic layer that machines, engineers and business stakeholders can directly configure and understand.
FastMCP gateway for homelab agentic tools: search, fetch (Crawl4AI + Camoufox stealth), doc/PDF/video ingestion, GPU Whisper STT. One endpoint, every agent benefits.
GIMP batch raster automation via FastMCP — headless scripts without GUI tour. For Cursor / Claude Desktop. Fleet webapp.
MCP server that builds MCP servers from the latest spec
MCP server for Jira & Confluence — 23 tools, 15 resources, 5 prompts. Sprints, agile boards, attachments, calendars, time-off, sprint capacity.
Agent-first SSH orchestration MCP server: persistent bash sessions, hash-protected remote file editing, SFTP, SSH tunnels, and multi-host orchestration. Built on AsyncSSH + FastMCP with an in-process connection pool shared across every tool. Windows / macOS / Linux.
Browser bookmarks automation via FastMCP — search, organize, RAG-friendly export. For Cursor / Claude Desktop.
Local MCP server with safe tools for files, Git, browser checks, prompt improvement, skill routing, Notion, Obsidian, RAG, and personal AI workflows.
Web search that doesn't wreck your AI's memory. MCP server with anti-context-flooding protections.
Timeline visualization generator with MCP server for AI assistants - create stunning timelines, Gantt charts, and roadmaps from simple configs
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
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.
🧠 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.
Dishka dependency injection for FastMCP tools, resources, and prompts with request scopes and deterministic finalization.
Self-hosted MCP server for Kalshi prediction markets. Native RSA-PSS auth, token-bucket rate limiting, demo/prod safety controls. Designed to be forked and deployed.