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.

ledgerfc-mcp

Provides AI agents with live, grounded sports data including model probabilities, track records, and European soccer and tennis arbitrage opportunities, so they answer from real numbers instead of stale guesses.

grok-video-mcp

MCP server that gives AI agents xAI Grok video generation — submit a prompt, poll the render, download the clip. Works with OpenCode, Claude Desktop, Cursor, VS Code, and any MCP client.

Fourth Brain Demo

An MCP server that connects Claude.ai to a Notion-based marketing knowledge base, enabling search and retrieval across specialized domains like enterprise platforms and competitive positioning. It provides tools for RAG-style Q\&A and content browsing to assist with drafting RFPs and value propositions.

Clay

A Model Context Protocol (MCP) server for Clay (https://clay.earth). Search your email, calendar, Twitter / X, Linkedin, iMessage, Facebook, and WhatsApp contacts. Take notes, set reminders, and more.

mcp-docpilot-server

An MCP server that exposes document retrieval as tools (semantic search and source listing) for any LLM, using a vector index built from DocPilot's ingestion pipeline.

plex-claude-plugin

Enables Plex Media Server administration including library management, media file identification and renaming, batch processing, and automatic ingestion with folder watching.

eyeballs

MCP server for visual monitoring: take screenshots of URLs and detect visual changes against stored baselines.

Purrr Mint MCP

Mints $PURRR tokens by spending $CASHCAT on Robinhood Chain, with a discounted rate for AI agent-initiated mints.

DiffPilot

A local AI code review MCP server that provides tools for pre-PR review, diff analysis, secret scanning, and commit message generation, all running locally without cloud dependencies.

OpenChronicle

Local-first memory MCP server that captures macOS screen and app context into persistent Markdown, enabling any tool-capable LLM agent to query its working history.

nextbillion-mcp

Exposes NextBillion.ai location APIs as MCP tools for AI agents, including geocoding, place search, routing, distance matrices, isochrones, and static maps.

sendbird-mcp

MCP server for Sendbird chat infrastructure, enabling AI agents to provision users, create channels, fetch history, send admin messages, and moderate users via 5 tools.

spreadsheet-mcp-app

Enables AI assistants to present interactive spreadsheets within conversations, allowing users to view, edit, import, and export Excel/CSV data directly through the chat interface.

Agent Accountability MCP Server

Logs AI agent actions, computes reliability scores, generates audit reports, detects anomalies, and estimates risk to ensure agent accountability.

Unofficial Dex CRM MCP Server

An MCP server that integrates the Dex personal CRM API with AI assistants to manage contacts, groups, tags, and reminders through 27 specialized tools. It enables users to perform unified searches and execute full CRUD operations on their CRM data via natural language.

reddit-mcp

MCP server for interacting with Reddit via OAuth, with tiered tools for reading, writing, and moderation actions.

Marketing Analytics AI MCP

Marketing Analytics AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

MCP Express on Netlify

A basic example of deploying a serverless Model Context Protocol (MCP) server using Netlify Functions, allowing developers to quickly create and deploy MCP-compatible AI agent backends.

ROIC.ai Financial Data MCP Server

Enables AI assistants to access stock prices, financial statements, earnings call transcripts, and fundamental data for 60,000+ public companies via 25 read-only tools.

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.

Unified MCP Server

A server that exposes AI tools and resources through REST API, MCP, and WebSocket protocols using simple decorators.

TOP GUN GEO-Lens

Measures brand visibility in AI-powered search sources and provides actionable GEO recommendations.

tubescribe-mcp

MCP server for fetching YouTube video transcripts without an API key.

SciAgentKit

MCP-native scientific skills for reproducible computational biology and AI-driven drug-discovery workflows. It combines deterministic scientific tools with an MCP server to give AI agents real computational capabilities.

@portalsprotocol/mcp-server

Connects AI agents to decentralized, community-built APIs on Solana, enabling autonomous discovery, payment, and execution of tools without subscriptions or API keys.

MCP TIDAL Server

Enables AI assistants to access TIDAL Music catalog, including search, playlists, favorites, and recommendations.

Whats Trending on Social Media

This MCP fetches trending data from platforms like YouTube, TikTok, and Instagram Reels using various scraping and API techniques. It's designed to run under FastMCP and exposes tools that can be consumed via a local CLI or claude.

dash-mcp-server-node

Enables searching and accessing Dash documentation directly, with tools to list docsets, search snippets, load pages, and enable full-text search.

Shopping List MCP Server

Enables AI assistants to manage a shared shopping list by adding, viewing, updating, and deleting products for different people via MCP tools.