Awesome Mcp Servers

The fastest path to AI-powered full stack observability, even for lean teams.

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

Playwright MCP server

GitHub's official MCP Server

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.

MCP Toolbox for Databases is an open source MCP server for databases.

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

Open source MCP Servers for AWS

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

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Exa MCP for web search and web crawling!

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

A Model Context Protocol server for Excel file manipulation

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.

Allow LLMs to control a browser with Browserbase and Stagehand

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.

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

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

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

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.

MCP Server for kubernetes management commands

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

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

One place to manage & connect to all your MCP servers

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。

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

Browse the web, directly from Cursor etc.

This repository has been merged into Canner/WrenAI under the core/ directory

Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform

Convert Any OpenAPI V3 API to MCP Server

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

MCP tool: let you point at DOM elements for your favorite agentic coding tool. Let AI see what you see.

The AI-powered toolkit that grows your YouTube channel on autopilot.

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

BioMCP: Biomedical Model Context Protocol

Make your meetings accessible to AI Agents

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

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

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

Flyto2 Core is the open-source execution kernel for automation and AI-agent workflows: 451 registry-backed modules, MCP-native transport, YAML recipes, evidence capture, replay, triggers, queue, versioning, and metering.

Give your AI agents persistent memory.

Model Context Protocol server for GraphQL

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

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

Telegram MCP for managing dialogs, messages, drafts, read statuses, and more.