Discover Awesome MCP Servers

PR Review MCP Server

Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-assisted reviews. It enables listing open PRs and analyzing changes while automatically excluding binary and asset files to focus on relevant code.

MCP Server Streamable

A demonstration MCP server that runs over HTTP with streamable transport, providing a simple greeting tool for testing MCP client-server communication. Built with FastMCP framework for educational purposes in learning MCP server development.

AI Consultant MCP Server

Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) through OpenRouter with intelligent auto-selection, conversation history, and caching. Allows your AI assistant to seek expert opinions from specialized models for different tasks like coding, analysis, or general questions.

bonk-mcp MCP Server

Implements Solana blockchain functionality for the LetsBonk launchpad, enabling users to launch and trade tokens on letsbonk.fun.

aifais-mcp-server

Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.

KaiaFun MCP

一个MCP服务器，通过Claude Desktop实现代币上架、交易以及与Kaia区块链的交互。

Personal Expense Manager

Enables tracking and analyzing personal expenses stored in CSV files. Supports adding expenses with categorization, retrieving recent spending data, and generating automated analytical summaries with spending patterns and recommendations.

Dynamic MCP UI Generator

A sophisticated server that enables users to create, customize, and generate interactive UI components with features like dynamic form building, dashboard creation, and chart generation through a modern glassmorphism interface.

Text-to-SQL MCP Server

A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.

streamable-mcp-server

A TypeScript boilerplate for building Model Context Protocol servers using the Streamable HTTP transport and session management. It serves as a foundational template with pre-configured development tools to help developers quickly build and deploy streamable MCP services.

focus_mcp_data

DataFocus 下的智能数据查询插件支持多轮对话，提供即插即用的 ChatBI 功能。

Swagger MCP

一个 MCP 服务器，它可以连接到 Swagger 规范，并帮助 AI 构建所有必需的模型，从而为该服务生成一个 MCP 服务器。

PDF MCP Server

Enables LLMs to read and extract content from PDF files with high-fidelity LaTeX recognition and layout awareness using a Python-based extraction engine. It includes a robust Node.js fallback and supports page range filtering for efficient processing of large documents.

Alpaca MCP Gold Standard

A comprehensive MCP server for professional trading operations with Alpaca, providing 31 tools for account management, market data, order execution, custom strategy execution, and advanced portfolio analytics with intelligent position classification.

PDF Reader MCP Server (@shtse8/pdf-reader-mcp)

一个使用 Node.js/TypeScript 构建的 MCP 服务器，允许 AI 代理安全地读取 PDF 文件（本地或 URL），并提取文本、元数据或页数。使用 pdf-parse 库。

Sequential Thinking MCP Server

Enables AI assistants to work through complex problems step-by-step with dynamic thought processes, allowing for revision of previous steps, exploration of alternative approaches, and flexible planning as understanding deepens.

WebSearch MCP Server

A server that enables web searches using different providers (currently Bing) and converts URL content to Markdown, with support for retrieving WeChat official account articles.

mcp-for-apache-ofbiz

A proof of concept MCP server for Apache OFBiz

LocalDB MCP Server

Enables AI assistants to query and interact with Microsoft SQL Server LocalDB databases, supporting operations like listing databases, querying tables, executing SQL statements, and viewing stored procedures.

Synergy/DE MCP Server

A read-only server that exposes Synergy/DE documentation as tools and resources for searching, retrieving, and browsing topics. It features full-text search, version support, and optimized content chunking for seamless integration with LLMs and MCP clients.

LinkedIn Custom MCP Server

Enables AI agents to manage professional networking on LinkedIn by providing tools for posting updates, searching for jobs, and analyzing profiles. It facilitates secure interaction with the LinkedIn platform through OAuth 2.0 authentication and the Model Context Protocol.

better-godot-mcp

18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScript, shaders, animation, tilemap, physics, and more.

Kakao Bot MCP Server

An implementation of the Model Context Protocol that connects AI agents to Kakao Official Accounts, allowing users to send various message templates through the Kakao Developers API.

Docker MCP Server

Enables natural language management of Docker containers, images, networks, and volumes with support for both local and remote Docker engines. Features automated container composition, debugging capabilities, and persistent data management through an intuitive conversational interface.

Mastercard BIN Table MCP Server

An MCP server that provides access to Mastercard's BIN Table Resource API, allowing users to look up and interact with Bank Identification Number data through natural language queries.

SuperiorAPIs MCP Server Tool

一个基于 Python 的 MCP 服务器，可以从 SuperiorAPIs 动态获取插件定义，并基于 OpenAPI 模式自动生成工具函数，从而实现与 API 服务的无缝集成。

IDS MCP Server

Enables AI agents to create, validate, and manage buildingSMART IDS (Information Delivery Specification) files with 100% compliance to the IDS 1.0 standard using IfcOpenShell's IfcTester library.