发现优秀的 MCP 服务器

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.

@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.

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.

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.

seashail

Agent-native, self-hosted MCP server for crypto trading and DeFi management. Enables agents to query balances, execute trades, and manage positions with a policy engine and secure key storage.

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.

Marketing Analytics AI MCP

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

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.

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.

BookMarket Research MCP Server Agent

Enables market research and analytics for digital, audio, POD, and ebook publishing by integrating DuckDuckGo search, Gemini API, Supabase, Airtable, Hugging Face, and GitHub.

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.

Motion MCP Server

Enables managing tasks, projects, schedules, users, comments, and more in Motion via natural language through the Model Context Protocol.

gcloud-mcp

A Google Cloud MCP server that enables users to manage Cloud Build and Cloud Run resources. It allows for listing builds and services, as well as retrieving detailed logs and execution status.

CueScope

CueScope is a read-first MCP server that gives AI assistants safe production intelligence for vMix workflows. It reads vMix state, explains what it sees, and helps users decide what to do next without mutating vMix by default.

programmatic-mcp

A meta MCP server that orchestrates other MCP servers by lazily connecting to them and exposing their tools as JavaScript libraries. It allows users to execute JavaScript code that programmatically interacts with multiple MCP servers within a unified environment.

spotify-mcp-server

An unofficial MCP server that provides access to Spotify's Web API through the Model Context Protocol, enabling AI assistants to search music, manage playlists, and control playback.

MCP TIDAL Server

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

Interactive Automation MCP Server

A comprehensive Model Context Protocol server that enables Claude Code to perform expect/pexpect-style automation for interactive programs, supporting complex interactions with terminal programs, SSH sessions, databases, and debugging workflows.

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.

tubescribe-mcp

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

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.

mcp-weather-sse

An SSE-based MCP server for retrieving real-time weather data for a specified location, supporting current conditions and forecasts.

Google Search MCP Server

A Model Context Protocol server that enables AI assistants to perform web searches using Google Search API, returning up to 20 search results in JSON format.

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.

Gmail MCP Server

Enables Claude to read, search, send, label, and trash emails in any Gmail account via Google's Gmail API, using OAuth2 authentication with automatic token refresh.

MPM-Coding

Provides AI coding assistants with code search, impact analysis, task chaining, and persistent memory to turn AI demos into deliverable code.

ElevenLabs MCP Enhanced

An enhanced server for ElevenLabs that enables high-quality text-to-speech, voice cloning, and multi-speaker dialogue management. It features advanced conversational tools for transcript retrieval, history tracking, and emotional audio synthesis using the v3 model.

LogicMem MCP Server

Provides persistent memory, reasoning, agent-to-agent sharing, and immutable audit trail for AI agents via the Model Context Protocol.