Discover Awesome MCP Servers

Hatchet MCP

Enables running durable, traceable AI agents via LangGraph through a universal MCP interface, integrating with Hatchet for orchestration, logging, and retries. Provides tools for knowledge management (ingestion, RAG) and Kubernetes operations (diagnosis, auto-fix).

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.

Artsy Analytics MCP Server

A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.

agent-deploy-dashbaord

Unified deployment dashboard MCP server for AI agents. 9 tools to manage services across Vercel, Render, Railway, and Fly.io — deploy status, logs, service listing, environment variables, rollback, and health checks from one endpoint. Free tier: 50 requests/IP/day.

Bricolage

An agentic system that turns free-tier cloud resources into working outcomes. It orchestrates six specialist agents to plan, acquire, and assemble free services into deployable applications.

YouTube Researcher MCP Server

An MCP server for researching YouTube niches. It searches videos, fetches metadata, calculates engagement metrics, downloads thumbnails, and produces aggregate niche statistics for analysis.

neo4j-server-remote

Enables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.

MCP Email Service

Enables sending emails (including mass emailing), querying, updating, and canceling delayed emails via the Resend API.

Emacs MCP Tools

Enables Claude Code to control a running Emacs instance via MCP, supporting file opening, Magit integration, and server status checks.

selenium-mcp-server

A Model Context Protocol server for browser automation using Selenium WebDriver, enabling LLMs and teams to automate browsers with multi-browser support and a standard MCP API.

mcp-movidesk

Read-only MCP server for querying Movidesk tickets through the public Movidesk API.

SchemaFlow MCP Server

Provides AI-IDEs with real-time access to PostgreSQL and Supabase database schemas through the Model Context Protocol, enabling smarter code generation in tools like Cursor, Windsurf, and VS Code + Cline.

MCP PyODBC Server

Một máy chủ MCP (Mini Control Protocol) gọn nhẹ, cho phép truy cập và truy vấn cơ sở dữ liệu thông qua kết nối ODBC, với hỗ trợ đặc biệt cho các tính năng của Virtuoso DBMS như SPARQL và hỗ trợ AI thông qua ngôn ngữ tự nhiên.

CNAP内置功能

Triển khai Máy chủ MCP GitLab

Discord MCP Server

Máy chủ Giao thức Bối cảnh Mô hình (MCP) cho tích hợp Discord với các ứng dụng tương thích MCP như Claude Desktop.

Inventory Management AI MCP

Inventory Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

K-Personal MCP

A personal desktop automation MCP server providing tools for screen/mouse/keyboard control, Windows UI automation, headless browser automation, file management, app execution, clipboard management, and a personal SQLite database for todos, notes, and habits.

pptx-mcp-server

MCP server for creating, reading, and editing PowerPoint (.pptx) presentations.

Remote MCP Server with GitHub OAuth

Enables remote MCP connections with GitHub OAuth authentication, providing tools like add, userInfoOctokit, and image generation (restricted) deployed on Cloudflare Workers.

yagms

Máy chủ MCP Gmail khác

AI Delivery MCP

Automates task delivery by providing tools for running delivery workflows, creating merge requests, updating Jira issues, and generating release notes.

FireBall1725/pcexpress-mcp-server

Control your grocery cart with AI! This MCP server enables LLMs (like Claude) to search past orders, find products, and manage your shopping cart across all Loblaws-owned grocery banners.

mcp-confluence

Enables searching, reading, listing, creating, and updating Confluence pages via natural language in GitHub Copilot.

Local History MCP Server

Enables AI assistants to access and interact with Cursor/VS Code Local History data for file recovery and enhanced context awareness. Provides tools to browse file history, search across snapshots, and restore previous versions of files.

eurlex-mcp-server

Enables searching and retrieving EU legal documents (regulations, directives, court decisions) via the EUR-Lex Cellar API, supporting full-text search, metadata, citations, and consolidated versions without requiring an API key.

Weather MCP Server

Provides AI assistants with tools to retrieve current weather, 7-day forecasts, and city-to-city weather comparisons using the Open-Meteo API. It features specialized resources for weather data and prompts for generating weather summaries without requiring an API key.

memory-lancedb-mcp

Enables AI agents to store and recall persistent long-term memories across sessions using LanceDB, with semantic search, automatic linking, conflict detection, and maintenance tools.

SystemManager

Provides system-specific metadata through a tool that returns data for a given category.

tin-canMCP

A prescriptive template for building large MCP servers (20+ tools) organized as a tiered catalog with a broker, exposing exactly 7 tools to AI clients regardless of catalog size.

easypanel-mcp

MCP server for EasyPanel that enables AI agents to manage servers, projects, services, databases, and domains via 40 curated tools or raw tRPC access to all 347 API procedures.