发现优秀的 MCP 服务器

RAG MCP Tool

Provides intelligent retrieval capabilities for local files by scanning directories, generating vector indexes, and enabling semantic search through RAG (Retrieval Augmented Generation) with incremental indexing support.

NEIS MCP Server

Enables access to Korean school information through the National Education Information System (NEIS) API. Provides tools to search schools, retrieve meal menus, class timetables, and school event schedules.

RivalSearchMCP

Enables comprehensive web research through multi-engine search, intelligent website crawling, content analysis, trends data exploration, and automated research workflows with anti-detection measures and rich snippet detection.

0xGasless MCP Server

A Model Context Protocol server that enables gasless blockchain transactions directly from Claude conversations, allowing users to execute transfers, swaps, and other operations without holding native tokens.

Limitless MCP Server

Provides advanced analysis of conversations from Limitless Pendant recordings, including intelligent meeting detection, action item extraction, natural language time queries, and comprehensive conversation analytics with smart pagination support.

CodeBox-AI

一个安全可靠的 Python 代码执行服务，旨在与 GPT 和 Claude 等大型语言模型集成，提供一个自托管的替代方案，以取代 OpenAI 的 Code Interpreter。现在支持 MCP 服务器。

Shiplogic MCP Server

An MCP server providing seamless integration with the Shiplogic shipping API to calculate shipping rates, create shipments, track packages, and manage shipping operations programmatically.

MCP Project Query Server

Enables users to manage projects and retrieve random wallpapers through a TypeScript-based MCP server. Supports project queries, creation, and Bing wallpaper retrieval with Spring Boot-style architecture.

mcp-server

将之前的组件组合成服务器的主要 crate。

Genji MCP Server

Provides access to the Genji API for searching and analyzing classical Japanese literature texts with advanced normalization features for historical Japanese text variations, including repeat marks expansion, kanji-kana unification, and historical kana handling.

Deep Research MCP Server

Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google Search Grounding, conducting deep dives with configurable depth and breadth to generate comprehensive, professionally structured research reports.

Python MCP Server Template

Python MCP 服务器的模板仓库

DocAgent

AI-powered document generation suite that creates comprehensive software documentation including requirements, design specs, test strategies, and deployment guides through LangGraph workflows. Integrates with Cursor IDE via MCP to transform project ideas into professional documentation suites.

Filesystem MCP Server

镜子 (jìng zi)

uptodoc

Enables AI assistants in IDEs to query custom documentation databases for more relevant and up-to-date information about libraries and frameworks. Improves coding suggestions by providing project-specific documentation through a configurable endpoint.

Codex LSP Bridge

Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grade semantic navigation including go-to-definition, find references, hover info, and symbols across multiple programming languages (Python, Rust, C/C++, TypeScript/JavaScript, React, HTML, CSS).

QR Code MCP Server

Enables generation of QR codes from text or URLs in multiple formats (DataURL, SVG, terminal display) with customizable options like error correction, colors, and size. Supports batch processing of multiple QR codes and integrates seamlessly with MCP-compatible clients.

FastIntercom MCP Server

Enables fast, local access to Intercom conversations through intelligent caching and background synchronization. Provides sub-100ms search capabilities for conversation analytics with natural language timeframes and text search.

Filesystem MCP

Provides secure filesystem access for AI assistants with optimizations like file reading limits and depth-limited traversal to improve token efficiency. It enables AI models to read, write, and search files within explicitly allowed directories while automatically skipping large system folders.

Teamwork

Official Teamwork.com MCP server.

IVR Flow Linter

Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, dead ends, and missing fallbacks, providing scores and fix suggestions. Includes interactive visualization widget for ChatGPT and Claude Desktop integration.

Marcus Local MCP Server

Enables AI assistants to semantically search through indexed documentation websites and local code repositories using OpenAI embeddings and ChromaDB vector storage.

Multi-Service MCP Server

Enables searching and accessing ArXiv research papers with advanced query capabilities, and provides sequential thinking tools for structured problem-solving. Supports Boolean operators, field-specific searches, author lookups, and dynamic thought processes through a modular Docker-based architecture.

MCP PC Control Server

Provides comprehensive PC control capabilities including file operations (read, write, edit, delete), directory management, file search, and shell command execution through the Model Context Protocol.

Outlook MCP Server

An integration server that lets you control Microsoft Outlook on Windows via COM, enabling email reading, summarization, and draft generation without complex security setup.

Prediction-Examples-in-the-Alink-Tutorial

Two prediction examples in the Alink tutorial: input a year to predict GMV; input a piece of feedback to analyze its sentiment (positive/negative).

TMDB MCP Server

Provides access to The Movie Database (TMDB) API, enabling users to search for movies, TV shows, and people, get detailed information, discover content with advanced filters, and retrieve recommendations.

Pterasim MCP Server

Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.

MySQL MCP Server

A tool that connects to local MySQL databases and enables large language models (LLMs) to execute SQL queries through the Model Context Protocol (MCP).