发现优秀的 MCP 服务器

MCP Server for PostgreSQL

A Model Context Protocol server implementation that provides a simple interface to interact with PostgreSQL databases, enabling SQL queries, database operations, and schema management through MCP.

knife4j-mcp

用于读取Knife4j/Swagger多模块接口文档，为Agent提供结构化接口查询能力的MCP服务器。

Open Research KB

A local-first MCP server for building and querying PDF knowledge bases. It indexes PDFs into DuckDB and exposes evidence-grounded retrieval tools to separate corpus-backed answers from independent reasoning.

LangChain Anthropic MCP Server

Exposes LangChain and Anthropic Claude capabilities as tools for generating production-ready RAG systems, Supabase vector stores, and document ingestion pipelines. It enables users to instantly scaffold AI infrastructure and document processing code through natural language prompts in MCP-compatible clients.

MetaModel MCP Server

Lets AI assistants use MetaModel's formula engine for certified computation, turning published calculators, pricing tools, and engineering models into AI-callable tools with no hallucinated math.

sample-cpp-mcp-servers

C++ 实现的 Minecraft 服务器示例

ableton-live-mcp-server

Enables LLMs to control Ableton Live via OSC and the Model Context Protocol, supporting commands like setting up tracks and routing.

Lanten MCP Server

Connects AI assistants to the Lanten property management API, allowing them to manage tenants, units, and work orders using natural language.

Cursidian

Enables Cursor agents to read, write, search, and manage local Obsidian vaults via 13 tools with safe writes and direct filesystem access.

ileti-merkezi-mcp

MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, checking delivery reports, and managing contacts and blacklists via API Key + Hash authentication.

MCP Server für Kerykeion

这个模板为在 Python 中构建模型上下文协议 (MCP) 服务器提供了一个简化的基础。它的设计旨在使 AI 辅助的 MCP 工具的开发更容易、更高效。

AirLabs MCP Server

Provides AI assistants with access to real-time flight data, airport schedules, delays, and aviation reference databases through natural language queries.

Thaddeus

A local, JARVIS-style personal assistant that orchestrates custom MCP servers for memory, calendar, weather, Notion, Claude Code, web search, and Strava, running primarily offline with Ollama.

Time Tracking MCP

Enables natural language time tracking through Claude with markdown file storage. Supports multi-company tracking, flexible time parsing, auto-calculated summaries, and commitment warnings all through conversational input.

forecast-mcp

Enable any AI agent to forecast time-series data (e.g., sales, traffic) using Google's TimesFM or a zero-dependency statistical baseline.

mcp-pyright

An MCP server that exposes Pyright language server functionality for Python, providing tools for type checking, code completions, and finding definitions. It enables AI models to perform static analysis and code formatting through the Model Context Protocol.

tokei-agent

MCP server for managing Tokei pre-launch and waitlist campaigns, wrapping the Tokei v1 REST API. Enables querying pages, stats, leaderboards, signups, and performing write operations like cloning pages and uploading media through natural language.

VibeServe

A production-grade MCP server that turns natural language intent into fully-architected, accessible, production-ready UI code through a 7-step agentic pipeline.

Cloudflare Playwright MCP

A server that integrates Playwright with Cloudflare Workers to enable browser automation tasks through LLM models in AI platforms like Claude and Copilot.

Figma MCP Server

具有完整 API 功能的 Figma MCP 服务器

AI Orchestrator

Enables multi-strategy AI orchestration including council decision review, debate, brainstorming, evaluation, and spec review, with support for multiple LLM providers and advisor personas.

fdmnes-mcp

Enables running FDMNES X-ray spectroscopy simulations via natural language, supporting input file creation, job execution, output analysis, and keyword lookup through MCP-aware clients.

nvidia-vision-mcp

Enables AI models to read local images using NVIDIA vision models, supporting image description, text extraction, and custom analysis.

exyu-mcp

An MCP server that gives AI agents ex-Yugoslav cultural context, resolving cultural references with accurate quotes, attributions, and slang meanings from a citable database.

mcp-fstools

Provides file read, edit, and write operations with exact-match editing and hash-based consistency checks, designed for models that prefer structured schemas over patch grammars.

book-teardown-mcp

Enables deep structural analysis of ebooks by extracting core conflicts, insights, mental models, and actionable items from PDF, Markdown, or text files.

Digital Twin MCP Server

MCP server for Digital Twin learner data, providing tools for AI Guide to explore metamodel and manage twin data with access control.