Discover Awesome MCP Servers

Feishu MCP Server

A zero-configuration MCP server enabling AI assistants to interact with Feishu (Lark) workspace through OAuth authentication, supporting document operations, content creation, and advanced file management.

Acemcp

Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.

Perfetto MCP

Enables natural language analysis of Perfetto traces to diagnose Android app performance issues like ANRs, jank, CPU hotspots, memory leaks, and lock contention without writing SQL queries.

OpenExp

Q-learning memory for Claude Code. Persistent memory that learns which context helps you get work done. Memories that lead to productive sessions (commits, PRs, tests) earn higher retrieval rank automatically. 16 MCP tools, hybrid BM25 + vector + Q-value scoring, local-first with Qdrant + FastEmbed.

MCP-Serve 多语言翻译服务

A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

Blockchain MCP Server

A Model Context Protocol server providing Ethereum blockchain tools, including vanity address generation and Cast command functionality for interacting with Ethereum networks through natural language.

hivegate

MCP server for cross-platform agent onboarding. Registers external agents, translates intents from LangChain, CrewAI, AutoGen, and A2A formats, and proxies cross-ecosystem transactions.

Production-Ready FastMCP Server

A production-grade MCP server and client implementation with comprehensive features including structured logging, health checks, metrics, authentication, and RAG capabilities with PostgreSQL vector search. Supports both stdio and SSE transports with containerization and security features for enterprise deployment.

Marketing Automation MCP Server

Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.

MCP-Prototype

Enables AI to create interactive HTML-based software prototypes with navigation, markers, and annotations. Provides a complete prototyping environment without requiring tools like Figma or Axure.

Excel MCP Server

A Model Context Protocol server that enables AI agents to freely operate Excel spreadsheets, providing tools for workbook creation, cell manipulation, formatting, formula handling, and data export.

ramp-mcp: A Ramp MCP server

A Model Context Protocol server that enables LLMs to interact with Ramp's financial data by retrieving, analyzing, and running tasks through Ramp's Developer API, using an in-memory SQLite database to overcome token limitations.

Doubao MCP Agent

A local skill assistant based on the Model Context Protocol that integrates with the Volcengine Doubao API to provide tools like calculators and weather queries. It features a Web interface and a modular architecture that allows developers to easily register and deploy custom local AI skills.

Movie MCP Server

A Model Context Protocol server that enables searching and retrieving detailed information about movies and TV shows using The Movie Database (TMDB) API.

Remote MCP Server on Cloudflare

A server implementation of the Model Context Protocol (MCP) that runs on Cloudflare Workers, allowing AI assistants like Claude to access tools through OAuth authentication.

🌐 MCP Servers Collection

由 Waqas 整理的模型上下文协议 (MCP) 服务器精选合集，来源包括 ChatHub 和 mcpservers.org。

Cursor Notion MCP - Chat Logger

Logs Cursor AI chat interactions to Notion databases for documentation and knowledge management. Captures prompts, responses, context, and timestamps in a structured format for analysis and reference.

Pulseq MCP Expert Server

An AI-powered server that helps users understand Pulseq code and MRI physics principles through natural language interactions.

Specter MCP

Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform Mobile (Android/iOS) applications through automated build pipelines, UI automation, crash analysis, and app state inspection.

QTM4J MCP Server

An MCP server that exposes the QMetry Test Management for Jira Cloud REST API as tools for MCP-compatible clients. It enables users to manage test cases, test cycles, test executions, test plans, folders, and automation rules through natural language interactions.

Foxxy Bridge

MCP Foxxy Bridge is a one-to-many proxy for the Model Context Protocol (MCP). It lets you aggregate and route requests to multiple MCP servers through a single endpoint, so you can centralize configuration for all your MCP servers.

maiat-protocol

Trust infrastructure for the agent economy.

Redmine MCP Server

Enables AI assistants to interact with Redmine project management systems, providing comprehensive access to issues, projects, time tracking, users, and wiki pages through natural language commands.

KlingMCP

Kling AI video generation with text-to-video, image-to-video, and multiple quality/speed models via AceDataCloud API.

Shioaji MCP Server

An MCP server that provides standardized access to the SinoPac Securities Shioaji trading API for market data retrieval and order management. It enables users to search contracts, access real-time market snapshots, and manage trading accounts through a secure, model-compatible interface.

GoogleCalendarMCP

一个模型补全提示 (MCP) 插件，允许用户在 Google 日历中创建事件，并自定义诸如时间、描述、地点、参与者和时区等属性。

NYTimes Article Search

这是一个基于 TypeScript 的 MCP 服务器，它允许根据关键词搜索过去 30 天的《纽约时报》文章。

XiaozhiMCP-MapNAVI

An MCP tool that integrates with Amap API services, allowing AI to access geographic information, weather data, and route planning.

Your AI Assistant in Memory Forensics

这个仓库托管了一个用于 volatility3.x 的 MCP 服务器。

Database MCP Server

Enables AI assistants to interact with PostgreSQL and Supabase databases through natural language. Supports secure database operations including queries, migrations, and schema management with user-provided credentials.