Discover Awesome MCP Servers

Xava Labs MCP Template

A template repository for building Model Context Protocol (MCP) servers that enables developers to create interactive AI agents with real-time bidirectional communication capabilities through WebSocket and SSE endpoints.

MCP Echo Service

Provides echo tools for testing MCP protocol functionality with message echoing, delayed responses, and JSON data analysis capabilities.

PlayFab MCP Server

LLM（ClaudeやVSCode Copilotなど）が自然言語クエリを通じてAzure Cosmos DBデータとやり取りできるようにするサーバー。AIアシスタントとデータベース間の翻訳者として機能します。

MCP Server for Cirro Data

This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

Human-Controlled MCP Server

Connects Claude to a human operator through a web interface, allowing Claude to ask questions, request searches, or seek decisions that are answered by a human in real-time. Instead of automated tools, Claude gets responses directly from you through a beautiful web dashboard.

WhatsApp Python Automation

WhatsAppメッセージングとMCP & Ollama：このプロジェクトは、PraisonAI AgentsをOllama (llama3.2)とGoベースのWhatsAppブリッジに統合します。これにより、LLMとカスタムMCPツールを利用して、ローカルREST APIを通じて自然言語を使用してWhatsAppメッセージを送信できます。

Zhipu Web Search MCP

智普AIのweb_searchツールに基づいたウェブ検索ツール

Nextcloud MCP Server

Connects AI assistants to Nextcloud instances with 90+ tools for managing notes, calendars, contacts, files, recipes, and more through natural language conversations. Supports semantic search and multiple deployment options.

linkedmcp

linkedmcp

cascade-mcp-server

Cascade MCPサーバーリポジトリ

Data Commons MCP Server

Enables AI agents to query and retrieve public statistical data from Data Commons through search and observation tools. Provides access to demographic, economic, and other statistical indicators for analysis and research.

MCP Run Python

Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.

Flint Note

Provides an agent-first note-taking system designed from the ground up for AI collaboration. Organizes your notes as a local vault of ordinary markdown files with semantic note types.

MCP Server TypeScript

A production-ready TypeScript MCP server providing basic tools (add, echo, timestamp), resources (server info, greetings, data access), and prompt templates (analyze, code-review, summarize). Serves as a foundation for building custom MCP servers with extensible architecture.

MockLoop MCP Server

A Model Context Protocol server that generates and runs mock API servers from API documentation like OpenAPI/Swagger specs, enabling developers and AI assistants to quickly spin up mock backends for development and testing.

Pinecone Developer MCP

Pinecone Developer MCP

ClickUp MCP Server

Enables AI assistants to interact with ClickUp's task management API for core project workflows, supporting operations like task creation, updates, search, assignment, and team analytics through natural language.

MCP SageMath Server

Enables execution of SageMath mathematical computations through a local SageMath installation. Provides tools to check SageMath version and evaluate SageMath scripts with configurable timeouts and error handling.

LDAP MCP Server by CData

LDAP MCP Server by CData

mcp-korean-spell

韓国語のスペルチェック用MCPサーバー

MCP OpenVision

A Model Context Protocol server that enables AI assistants to analyze images using OpenRouter vision models through a simple interface.

Yuque MCP Server

Enables AI assistants to interact with Yuque (语雀) platform through MCP protocol, supporting knowledge base management, document operations, search, and team collaboration features.

SureChEMBL MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing the SureChEMBL chemical patent database.

Ordiscan MCP Server

ビットコイン上のOrdinalsとRunesに関する情報を取得するためのMCPサーバー

Minimalist Knowledge Base MCP

Enables LLMs to manage file-based knowledge bases with dual storage (Markdown + SQLite). Supports creating, searching, and organizing articles across multiple knowledge bases with full-text search capabilities.

Model Hub MCP

An MCP server that retrieves and provides AI model information from OpenAI, Anthropic, and Google through a unified interface.

MCP Server Template

A starter template for creating Model Context Protocol servers that integrate with Claude Desktop and other MCP-compatible clients. Provides a configurable tool system, Docker support, and TypeScript-ready structure for building custom MCP servers.

MCPserver

AIチャット用のMCPサーバー