Awesome Mcp Servers

:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.

Community plugin to control Blender 3D with any LLM of your choice

How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.

A retro game engine for Python

Connect APIs, remarkably fast. Free for developers.

Python SQL Parser and Transpiler

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

Vizro is a low-code toolkit for building high-quality data visualization apps.

A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & compliant by default.

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/

Make your meetings accessible to AI Agents

Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.

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.

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.

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through Claude and other MCP-compatible clients.

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

Regression testing for AI agents. Snapshot behavior,diff tool calls,catch regressions in CI. Works with LangGraph, CrewAI, OpenAI, Anthropic.

Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.

Yandex Tracker MCP Server with OAuth2 support

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

A desktop app for coding with agents. Each thread is a real terminal running the agent you already use.

PDF extraction that audits its own output — and certifies any other extractor's, catching pages they silently dropped. Verify signed manifests offline: free, MIT, no account. 0.903 on opendataloader-bench, #2 of 8 engines. 7-tool MCP server.

Fast, opinionated AWS security scanner. Curated checks. Zero noise. Copy-paste fixes.

🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.

The living armor an AI agent inhabits: eternal devouring, eternal evolution, eternal amplification.

The missing context layer for AI-assisted refactoring

MCP server and Claude Code plugin for self-hosted Immich: CLIP and OCR search, geographic albums, duplicates, people and faces, metadata repair, PDF photobooks. 94 tools, tested live on Immich 2.x and 3.x.

MCP server for spatial transcriptomics analysis through natural language interfaces.

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists

Scientific paper evidence search for ChatGPT, MCP, REST, Python, and AI agents.

Prior direction, kept rather than deleted. Signed, offline-verifiable receipts for AI agent actions, and a reference implementation of the OWASP Agentic Skills Top 10 AST09 receipt pattern. Nobulex is now the independent reliability registry for agent tools: github.com/arian-gogani/nobulex-registry

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

The most complete Mailchimp Marketing API MCP server: 227 tools across campaigns, audiences, reports, segments, automations and full e-commerce, with multi-account support and runtime-security guardrails (read-only, dry-run, audit, per-tool risk metadata).

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

The flight recorder for Claude Code. Persistent memory across sessions, hook-level capture of every edit, error and decision, and a bracket around /goal so an unattended run cannot poll all night, lose its record, or die silently. Nothing self-reported: the run report is what the hooks saw.

Your data, explored locally — and your AI agents kept on a leash. A federated data explorer with governed agentic access.

MCP EU AI Act Compliance Scanner - Open source tool to detect EU AI Act violations in codebases

A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.

MCP server that turns Claude into a Fantasy Premier League analyst. 11 tools: captain picks, transfer suggestions, player comparison, hit calculator, chip strategy, differentials, fixtures, price predictions, live points, squad scout. pip install fpl-intelligence

Control Spotify from Claude, Cursor, or any MCP client. 100+ tools for playback, playlists, discovery, and curation.

MCP server for Google Search Console: 17 read-only tools covering performance queries, quick wins, CTR gaps, cannibalisation, traffic-drop diagnosis and indexing, plus a self-contained white-label HTML SEO audit in English or Italian. Claude Code plugin, .mcpb bundle, Docker.

LLM Council fork with persistence, decision traces, stability fixes, repeatable checks, and MCP integration.

Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

MCP server for Zerodha Kite -- trade Indian stocks via any MCP-compatible AI assistant

[Archived] stdio MCP proxy over WeCom's robot-doc backend. Superseded by the official WecomTeam/wecom-cli v1.1.0 — see README for what the CLI now covers, and the one transform (smartsheet cell unwrap) it still doesn't.