Awesome Mcp Servers

The AI that really does things. Any OS. Any Platform. The lobster way. 🦞

Model Context Protocol Servers

Storybook is the industry standard workshop for building, documenting, and testing UI components in isolation

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 162 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

: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.

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.

GitHub's official MCP Server

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

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

The Cloud-Native API Gateway and AI Gateway

MCP server to provide Figma layout information to AI coding agents like Cursor

A beautiful, powerful, self-hosted ROM manager and player.

The open-source reactive database for app developers

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

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.

Exa MCP for web search and web crawling!

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

No description.

MCP server for Grafana

Allow LLMs to control a browser with Browserbase and Stagehand

Self-hosted pastebin powered by Git, open-source alternative to Github Gist.

All-in-one platform for search, recommendations, RAG, and analytics offered via API

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.

One SQL interface for 60+ tools (e.g., GitHub, Notion, Airtable). Plug into any LLM through MCP.

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

One place to manage & connect to all your MCP servers

The open‑source AI Agents Governance & Orchestration framework: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run

一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。

An MCP server for interacting with Sentry via LLMs.

Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.

A MCP (Model Context Protocol) server for interacting with dbt.

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

An engineering and verification platform for trustworthy enterprise ontologies and knowledge graphs.

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.

MCP Server to Use HuggingFace spaces, easy configuration and Claude Desktop mode.

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models.

A Model Context Protocol server for building an investor agent

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.

Remote approvals, policy checks, and execution evidence for unattended AI agents.

🏠 Tells you what changed on your server — only what's worth telling. Single Go binary, no database, nothing running on the machines it watches. MCP server built in.

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 Firebase.