Discover Awesome MCP Servers

Google Indexing API MCP Server

An MCP server that enables interacting with Google's Indexing API, allowing agents to submit URLs to Google for indexing or removal from search results through natural language commands.

Alpha Vantage Stock Server

一个使用 Alpha Vantage API 查询股票信息的 MCP 服务器。

FastMCP Basic Server

A basic MCP server implementation using the FastMCP framework that provides utility tools for greetings and mathematical calculations. It is designed to demonstrate tool integration for AI-assisted development workflows like Cline.

mcp-wordpress-instaWP

mcp-wordpress-instaWP

MCP Document Processor

An intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).

git-auto-commit

Analyzes git repository changes to generate conventional commit messages and summaries using OpenAI's GPT-4o-mini. It provides detailed tracking of modified, added, and deleted files to streamline the version control process.

mcp-utils

用于处理 MCP 服务器的 Python 实用程序

Pinecone Economic Books

Enables semantic search through a Pinecone vector database containing economic books and academic papers using natural language queries. Provides 10 specialized search tools with metadata filtering for precise discovery of economic theories, concepts, and research by author, subject, or book.

ChatGPT Apps SDK Next.js Starter

A minimal starter for building OpenAI Apps SDK compatible MCP servers that support native widget rendering within ChatGPT. It demonstrates how to integrate Next.js tools and resources into the ChatGPT interface using the Model Context Protocol.

Things MCP Server

Integrates with Things 3 task management app on macOS via URL schemes, enabling creation, updating, deletion of todos and projects, navigation, search, and JSON batch imports.

MCP Platform

A scalable execution platform that enables users to interact with HR, ERP, and DevOps domains through a chat interface powered by LlamaIndex and the Model Context Protocol. It provides a configuration-driven architecture for orchestrating LLM-suggested actions with authoritative tool execution and domain isolation.

Desktop MCP

Enables AI assistants to capture and analyze screen content across multi-monitor setups with smart image optimization. Provides screenshot capabilities and detailed monitor information for visual debugging, UI analysis, and desktop assistance.

Dataproc MCP Server

Enables management of Google Cloud Dataproc clusters and jobs through 22 production-ready tools, featuring intelligent parameter injection, semantic search capabilities, and enterprise-grade security for seamless big data operations.

Antigravity PDF MCP Server

Enables intelligent ingestion and querying of PDF, Markdown, and text files using hybrid search that combines keyword matching and semantic embeddings with citations.

PropellerAds MCP Server

Integrates PropellerAds' programmatic advertising platform with AI to automate campaign management, real-time optimization, and performance analysis. It enables users to create, scale, and manage ad campaigns through natural language commands for tasks like bid adjustment and zone blacklisting.

Google PSE MCP Server

A Model Context Protocol server that enables LLM clients like VSCode, Copilot, and Claude Desktop to search the web using Google Programmable Search Engine API.

LSP-MCP

Bridges the Model Context Protocol with Language Server Protocol to provide AI agents with persistent access to code intelligence features including navigation, diagnostics, refactoring, and completion across 7+ programming languages.

windai-mcp

WindAI MCP Server — AI-powered wind resource assessment for any location on Earth.

mcp-remote-static

Connects MCP clients to remote servers using static OAuth 2.0 client authentication. It is specifically designed for marketplace scenarios that require pre-registered client IDs and secrets through standard authorization code flows.

Solana MCP Wallet Agent API

Provides complete wallet management functionality for Solana blockchain, enabling users to create wallets, transfer SOL, and work with SPL tokens through a RESTful API.

MCP TriliumNext

A Model Context Protocol server enabling AI assistants to interact with TriliumNext notes, providing tools for creating, searching, reading, and updating notes in your knowledge base.

Knesset MCP Server

用于访问以色列议会信息的 Model Context Protocol (MCP) 服务器

Chess MCP

Play interactive chess games through conversation with move validation, Stockfish engine analysis, tactical puzzles, and a visual chess board widget in ChatGPT.

Metabase MCP Server

Enables AI assistants to interact with Metabase analytics platform, allowing them to query databases, manage dashboards and cards, execute SQL queries, and access analytics data through natural language.

Zerodha Trading MCP

A Model Context Protocol server that enables AI models to interact with the Zerodha trading platform, allowing users to execute trades, view portfolio holdings, and manage positions through a standardized interface.

mcp-pandoc-md2pptx

Enables conversion of Markdown content into PowerPoint presentations using pandoc. Supports custom templates for consistent branding and can process both direct markdown text and files.

MCP Iceberg Catalog

用于与 Apache Iceberg 目录交互的 MCP 服务器，允许通过 LLM 提示进行数据湖发现和元数据搜索。