发现优秀的 MCP 服务器

remote-mcp-server-authless-gif-search

A remote MCP server deployed on Cloudflare Workers that returns gifs based on input queries without authentication.

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.

semantic-runtime

Enables MCP clients to serve and query semantic models, providing tools for entity descriptions, metric lookups, context resolution, and operation validation for AI agents.

AffinityMCP

Enables natural language control of Affinity Photo/Designer/Publisher and Canva workflows through MCP tools, supporting file operations, filters, and batch processing up to 16 files simultaneously.

UniFi Network MCP Server

Exposes the UniFi Network Integration API as MCP tools, dynamically loaded from JSON manifests, with read-only mode by default.

BrowserPilot

Enables AI assistants to control a Chrome browser through natural language, supporting navigation, interaction, tab management, and data extraction.

crystallography-mcp

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

Agent Construct

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

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.

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.

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.

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-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.

Postgres MCP Pro

Enables AI agents to analyze, optimize, and safely interact with PostgreSQL databases, including health checks, index recommendations, query planning, and SQL execution with read-only and production protection modes.

mcp-wandb

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

Sleeper MCP Server

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

usa-npn-mcp-server

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

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.

RollingGo Hotel MCP

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

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.

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.

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.

mcp-edgar-ux

Enables efficient SEC EDGAR filing access by saving filings to disk, returning file paths to avoid context overflow, and providing Bloomberg Terminal-style formatted output for selective reading and search.

AgentDelta

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