发现优秀的 MCP 服务器

gramps-ez-mcp

Enables natural language queries about family tree data from a Gramps genealogy database.

ai-video-mcp

Turns text scripts into complete videos with stock footage, AI narration, and subtitles via MCP tools for AI assistants.

Calculator MCP Server

Provides basic arithmetic operations (add, subtract, multiply, divide) through MCP, enabling AI clients to perform calculations via natural language.

mcp-server-billing

MCP server providing guarded access to a B2B SaaS billing database (customers, subscriptions, invoices, credit notes) and live ECB exchange rates, with read-only tools and one capped, idempotent write for issuing credit notes.

Minesweeper MCP Server

Enables MCP client agents to play the classic Minesweeper game by connecting to a separate Minesweeper game server. Provides tools for starting games, revealing cells, and placing flags through natural language interactions.

TypeScript Analyzer MCP Server - Enterprise Edition

使用智能 MCP 服务器分析并修复 TypeScript 中的任何类型错误——快速、可扩展且支持 React。

wf-mcp

A local-first MCP server for financial wire message forensics, providing read-only tools to parse, validate, and detect SR2026 address compliance in ISO 8583, SWIFT MT, and ISO 20022 messages.

DuckDuckGo Search MCP 🔍

一个强大的模型上下文协议（MCP）服务器，用于使用 DuckDuckGo 进行网络搜索和 URL 内容提取。

pokemcp

An MCP server that exposes the PokéAPI as tools and resources, allowing AI assistants to look up Pokémon data in real time without configuration.

hoodr MCP Server

Enables AI agents to trade tokenized stocks (e.g., NVDA, TSLA) on Robinhood Chain via MCP, with non-custodial keys and spending caps.

GraphRAG TypeScript MCP Tools

An MCP server that connects AI assistants to a Neo4j graph database, enabling querying of movie data through tools like graph statistics, genre-based search, and movie details, along with advanced features such as LLM sampling and completions.

German Real Estate MCP Server

Enables AI agents to search for German property listings (rent/buy) on immowelt.de with structured JSON output, no API key required.

Excel Chart MCP Server

A dual-mode intelligent Excel processing server that provides Excel data analysis tools for Cursor AI in MCP mode and offers a standalone web interface with support for external AI configurations like DeepSeek.

search-fetch-server MCP Server

镜子 (jìng zi)

The Agents MCP Server

Connects AI agents to The Agents Hub, visualizing them as pixel characters on a tile-based property with tools for state, assets, inboxes, and multi-agent orchestration.

DevDocs MCP Server

Enables AI assistants like Claude to search and retrieve technical documentation from a local DevDocs instance for hundreds of programming languages and frameworks.

Inksnow MCP Proxy

Proxies MCP requests from Cursor IDE to a custom HTTP server, enabling custom tool integrations.

Mongo-MCP

Enables LLMs to interact with MongoDB databases through a complete suite of CRUD operations, administrative tasks, and index management tools. It supports database and collection handling, aggregation pipelines, and comprehensive server monitoring via the Model Context Protocol.

codebase-context-mcp

Enables codebase indexing and searching with symbolic and full-text search, supporting multiple programming languages, designed to work on any architecture including ARM64.

aseprite-mcp

MCP server for programmatically creating and editing Aseprite sprites, enabling AI agents to draw, manage layers and frames, and iterate until the desired result is achieved.

mcp-vector-search

A CLI-first semantic code search tool with MCP integration for AI assistants, enabling semantic search, AST-aware parsing, and code analysis across 13 languages.

SDAR MCP Tasks Provider Runtime

A language-neutral runtime for the SEP-2663 task lifecycle and io.sdar/taskExecution Provider Profile, delegating resource facts and side effects to versioned gRPC/Protobuf adapters. Implemented in strict TypeScript, it provides durable scheduling, recovery, and a full test suite for conformance.

Facebook Ads MCP Server

使用 Claude AI 的 MCP 服务器，用于在 Facebook 上输入和评估广告活动。

eskomsepush-mcp

Provides real-time South African load shedding data through the EskomSePush API. Enables users to check current load shedding stages, monitor API usage, and access area-specific schedules and searches with natural language queries.

kendo-angular-unofficial-mcp

Enables AI assistants to browse, search, and extract code examples from the public Kendo UI for Angular documentation, providing an accessible alternative to official premium MCPs.

io.github.DYZCODE/works-public

A read-only MCP server that verifies public GitHub commits against static contracts and returns signed receipts, supporting only exact lowercase 40-character commit SHAs.

LocalStack MCP Server

Exposes LocalStack-managed AWS services as AI-agent tools, enabling LLMs and AI agents to interact with local AWS infrastructure during development and testing.

Spider Cloud MCP Server

Enables AI assistants to scrape, crawl, search, and extract data from websites via the Spider Cloud API, with anti-bot bypass and JavaScript rendering.