Awesome Mcp Servers

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

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

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

An AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others.

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

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

Replace 'hub' with 'ingest' in any GitHub URL to get a prompt-friendly extract of a codebase

The world's best AI personal assistant for email. Open source app to help you reach inbox zero fast.

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

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

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

A Model Context Protocol server for searching and analyzing arXiv papers

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.

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.

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

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

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

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

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

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

Model Context Protocol server for GraphQL

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

A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

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

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.

MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

The MCP server for interacting with Blockchain, Swaps, Strategic Planning and more.

🏠 Manage your homelab from chat. Single binary, zero dependencies.

MCP Server for AI Summarization

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

Turn your architecture into a living, queryable knowledge graph - and render it as beautiful auto-laid-out Excalidraw diagrams. An MCP server for Cursor, Claude Code & Windsurf. Offline, no API keys.

【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

AI-powered CesiumJS 3D globe control 49 tools for camera, entities, layers, animation & spatial analysis via Model Context Protocol (MCP). Natural language to 3D GIS.

The Orchestration Layer for AI Coding Agents

A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that enables AI assistants to search for book and author information.

CLI + Local MCP - A shared structured memory store across Claude Code, Cursor, Windsurf, Antigravity, and every MCP client. Semantically queryable.

Data Analysis With Vibes

Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracking workflows.