发现优秀的 MCP 服务器

agentclaim

Enables multiple AI coding agents to safely collaborate in the same git working tree by managing file ownership, merging writes, and preventing snapshot races.

MCP Paper Finder

MCP server for searching, downloading, and reading academic papers from multiple sources such as arXiv, Google Scholar, and Elsevier.

Agent Construct

Model Context Protocol server that standardizes tool discovery, execution, and context management for AI applications.

mcp-apps-office-kit

Enables LLM Desktop clients to generate rich media content like PPT, HTML, and flowcharts via Canvas Core and MCP Apps extension mechanism.

grok

Enables OpenAI Codex to invoke the local Grok CLI as a second agent for code review, planning, design documents, PR babysitting, and media creation via MCP tools.

passninja

MCP server for managing Apple Wallet and Google Wallet passes via the PassNinja API. Provides tools to create, list, update, and delete pass templates, passes, and webhooks.

Remote MCP Server on Cloudflare

A server template for deploying MCP servers on Cloudflare Workers with OAuth authentication, enabling remote tool execution such as math operations.

VSCode Internal Command MCP Server

Converts VSCode into an MCP server that enables external clients to remotely execute VSCode internal commands, query workspace information, and interact with the editor through HTTP streaming. Built on the FastMCP framework with security controls and real-time monitoring.

crystallography-mcp

Enables CIF inspection, d-spacing and powder pattern calculations, triacylglycerol polymorph fingerprinting, and structure comparison through pymatgen.

MCP Intigriti Server

Enables security researchers to interact with Intigriti's bug bounty platform through Claude Desktop, providing access to programs, scope, activities, and rules of engagement via natural language.

mcp-wandb

Enables LLM agents to query Weights & Biases experiments, including listing projects, runs, metrics, plotting metrics, and retrieving run details.

RollingGo Hotel MCP

MCP server for searching, comparing, and booking hotels globally, with live rates and over 2 million properties, powered by DIDA.

Sleeper MCP Server

Enables natural language interaction with Sleeper Fantasy Football API data, allowing queries about leagues, players, matchups, draft results, and trade analysis.

AgentDelta

Agent trace diff and prompt regression detection — compares two agent runs to find exactly where reasoning diverged.

usa-npn-mcp-server

Enables querying and exporting phenology data from the USA National Phenology Network, including raw data, phenometrics, and mapping capabilities.

MCP Medium Accelerator

A Claude Desktop MCP server that extracts and summarizes Medium articles from specified URLs, with support for Italian language summaries and local storage for future reference.

MCP Code Mode

Universal Python code execution MCP server that lets LLMs write and run Python for any task, with auto-install packages, streaming output, and automatic file display.

transcript-search-v2

MCP server that indexes local Claude Code transcripts and provides keyword, phrase, semantic, and date-range search, plus full context/session recall.

MCP MySQL Server

Enables secure read-only access to MySQL databases through SELECT queries via HTTP SSE interface. Provides safe database exploration and data retrieval with configurable timeout settings.

youtube-mcp

Enables AI assistants to watch YouTube videos by extracting frames at scene changes and visual references, pairing each frame with the exact words spoken at that timestamp. Provides dense frame-transcript interleaving for any model.

Discord MCP OAuth2 Server

Enables reading Discord messages and server information using your own account via OAuth2, no bot required.

Postgres MCP Pro

An open source Model Context Protocol server for PostgreSQL that provides database health analysis, index tuning, query plan exploration, and safe SQL execution for AI agents throughout the development process.

opencode-docs

Scrapes, stores, and searches documentation locally, enabling AI assistants to access and query documentation via MCP.

mcp-cnes

MCP server for loading and querying public data from the Brazilian National Registry of Health Establishments (CNES). It enables natural language searches for health facilities by municipality, CNES code, or state, along with statistics and data loading.

mcp-screenshot

MCP server for taking Linux / Wayland screenshots via grim and slurp.

OpenCode Slack MCP Proxy

A local proxy server that enables Slack MCP integration for opencode by rewriting OAuth-specific endpoints and callback flows. It ensures compatibility between Slack's authentication requirements and opencode's fixed local callback structure.

Snyk MCP Server

An MCP server that interfaces with the Snyk API to retrieve KPI data for your organization.

Sage 300 MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Sage 300 (beta): https://www.cdata.com/download/download.aspx?sku=GTZK-V&type=beta

MCP Java SDK for Java 8

为 Java8 向后移植的模型上下文协议 SDK

mcp-recipe-shopping-list

Reads recipes from food.ru, searches products on magnit.ru, and compiles a shopping list with prices and direct product links.