发现优秀的 MCP 服务器

Valkyrie

MCP server for on-demand web research and data extraction, featuring self-healing scrapers and anti-bot resilience, delivering targeted content to AI agents while minimizing token usage.

StackSwap

Hosted HTTP MCP server for B2B SaaS GTM stack research. 8 read-only tools wrapping stackswap.ai: search ~400 GTM tools, find curated overlaps (104 hand-verified pairs), suggest AI-native swaps (Outreach → Smartlead, ZoomInfo → Apollo), compare vendors head-to-head, run preview spend audits, get full tool profiles, get partner recommendations with implementation hours, and pull recommended starter

Alibaba Cloud Operations MCP Server

An MCP server for Amazon Q CLI that supports operations on Alibaba Cloud services including ECS, VPC, RDS, OSS, CloudMonitor, and OOS.

anymail-mcp

Connects any IMAP/SMTP mailbox to AI agents via MCP, enabling email read, search, send, reply, and management through natural language.

Face-ID Photo Fusion MCP Server

A server that integrates with Claude to merge facial images with ID photo backgrounds using ComfyUI, allowing users to seamlessly replace faces in identity documents through natural language commands.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers that can be accessed remotely by MCP clients like Claude Desktop or the Cloudflare AI Playground.

ModelsAgree

What ChatGPT, Claude, Gemini & Grok agree is the best product, tool, or service for any "best X for Y" need — continuously re-polled rankings with a dated verdict and a public poll audit trail. Excludes medical, financial, and legal advice.

marl-book-mcp

Provides an LLM with search, page retrieval, and chapter reading capabilities for the book 'Multi-Agent Reinforcement Learning: Foundations and Modern Approaches'.

mcp-taiho-toyota-bearing-catalogue

Authoritative Taiho Toyota Bearing Catalogue MCP server. Provides high-fidelity technical specs for Toyota engine bearings, monetized via X402. Optimized for automotive AI agents and procurement systems.

htmlbook

Publishes AI-generated HTML and Markdown to a hosted, shareable URL with versioning, theming, and access control.

mimer-mcp

Enables Mimer SQL database connectivity for browsing schemas, executing read-only queries with parameterization, and managing stored procedures.

mcp-server-test

MCP服务器测试 (MCP fúwùqì cèshì)

pje-mcp-server

MCP server for integrating with the Brazilian PJE judicial system via MNI and BNP, enabling consultation of legal processes, communications, and precedents.

Privy MCP Server

Enables AI agents to create wallets, sign transactions, and manage blockchain operations across multiple chains like Ethereum, Solana, and more via Privy.

Spec MCP Server

Streamlines development workflows through AI-assisted codebase analysis, comprehensive planning, task breakdown with dependencies, and automated implementation verification. Enables systematic approach to complex development tasks like framework migrations and feature implementation.

GamePick MCP

Helps users choose which Steam games to play or buy by analyzing their library, playtime, discounts, and reviews.

Compass MCP Server

Enables Claude to run SQL queries against Infor Compass (Data Fabric) directly from chat, with automatic export of large result sets to Excel.

Enel RJ: Download

Consulta e download de contas de energia da Enel RJ em fonte oficial, com servidor MCP hospedado, somente leitura, e compatível com qualquer cliente MCP via HTTP.

FathomBridge

Connects AI tools to Fathom meeting transcripts, summaries, and action items via a single API key.

A2A MCP Server

An MCP server that enables Claude to interact with A2A-compatible agents by providing tools to fetch agent cards, retrieve stored cards, and send messages to specific agents.

intervals.icu MCP Server

Enables Claude AI to access and manage intervals.icu training data, including workouts, wellness, and fitness trends, through natural language conversation.

git-context-mcp

git blame tells you who wrote a line. This tells you why.

memory-mcp

Persistent knowledge graph MCP server with SQLite backend, offering graph traversal, fuzzy search, and temporal queries for entities and relations. It serves as a drop-in replacement for the npm mcp-server-memory with enhanced capabilities.

MCP Google Apps Script (GAS) Server

Bridges AI assistants with Google Apps Script to enable automated building, managing, and deploying of Google Workspace projects. It features a Unix-inspired command interface, local development synchronization, and a production deployment pipeline.

phionyx-mcp-server

An MCP trust boundary that produces signed, hash-chained evidence envelopes for third-party MCP tool calls, enabling tamper-evident audit and descriptor verification.

MEOK Watermark Attest MCP

MEOK Watermark Attest - MCP server providing AI-powered tools and automation by MEOK AI Labs

Cloud Vision API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized interface for interacting with Google's Cloud Vision API, enabling AI agents to analyze images and extract visual information through natural language.

mcp-data-bloomington

Enables querying and exploring Bloomington Open Data catalog with tools for searching datasets, running Socrata SoQL queries, and retrieving dataset metadata.

RogerThat

A walkie-talkie for AI agents that enables real-time chat between multiple AI sessions (Claude Code, Cursor, Cline, etc.) via MCP or REST, using long-polling and in-memory channels.