发现优秀的 MCP 服务器

Agent Construct

An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.

AgentNet

An agent-to-agent referral network enabling AI agents to discover each other, cross-refer users, and earn credits through an MCP server and HTTP API.

srefix-diagnosis

A toolkit of 256 MCP servers for SRE incident diagnosis with Claude. One agent per tech (Postgres, Kafka, Istio, Kubernetes, Prometheus, MongoDB, Redis, Cassandra, ...) with failure modes, key metrics, and runbooks baked in. Plus telemetry MCPs (PromQL/LogQL/Elasticsearch), SSH-via-bastion executor, and 33 discovery adapters across 9 clouds. Apache 2.0, runs locally. Reproducible 5/5 scenari

raptio-mcp

Enables MCP clients to monitor KegLand RAPT fermentation chambers and RaptPill hydrometers via the RAPT.io API, and to control temperature, PID settings, and profiles when mutating operations are explicitly enabled.

knowledge-forge-mcp

Enables AI coding tools to turn a list of links into a verified, browsable knowledge base with grounded summaries via MCP tools for update, validation, and enrichment.

mcp-gateway-pro

A zero-dependency universal MCP gateway that multiplexes multiple MCP servers across stdio, HTTP, and SSE, providing unified tool access, circuit breaking, and an interactive inspector studio.

pfc-mcp

MCP server that gives AI agents full access to ITASCA PFC - browse documentation, run simulations, capture plots, all through natural conversation. Built on the Model Context Protocol, pfc-mcp turns any MCP-compatible AI client (Claude Code, Codex CLI, Gemini CLI, OpenCode, toyoura-nagisa, etc.) into a PFC co-pilot that can look up commands, execute scripts, monitor long-running simulations.

mcp-server-google-forms

An MCP server that lets Claude Code create, edit, and publish Google Forms, including quizzes and response management, using OAuth with a verified Google app. It provides 15 tools for form building, publishing, and analyzing responses.

siftingio-mcp

Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, fundamental data, and market information retrieval.

Gmail MCP Server

Enables Claude AI to directly interact with Gmail through natural language for comprehensive email management including sending, reading, searching, organizing, and managing drafts and labels. Uses secure OAuth authentication and runs locally without third-party servers.

TeacherAssist-MCP

AI-powered Teacher Assistance MCP Server for managing student records with PostgreSQL, enabling create and read operations via MCP tools.

coding-agent-mcp

Containerized MCP server for coding agents with tools for file editing, shell commands, process management, Git, browser automation, and project snapshots.

FlexSim MCP Server

Controls FlexSim simulation engine via Model Context Protocol, enabling natural language-driven simulation modeling and automation.

Unity AI MCP Server

一个MCP服务器，为Unity游戏开发提供人工智能驱动的工具和辅助功能。

Remote YouTube MCP Server

A remote Model Context Protocol server that extracts YouTube video transcripts and provides content creation templates using OAuth 2.0 authentication. It enables secure interaction with YouTube content for AI clients like ChatGPT and Claude.

mcp-frontiermath

Enables solving FrontierMath problems and performing advanced mathematical computations such as representation theory, algebraic geometry, number theory, and finite field analysis through natural language.

MCP Character Counter

A lightweight server that provides detailed text analysis, counting total characters, characters without spaces, letters, numbers, and symbols for AI assistants like Claude Desktop and GitHub Copilot.

stock-mcp

MCP server that syncs and queries comprehensive stock data (quotes, financials, dividends, analyst forecasts, options, news) from Yahoo Finance and Investing.com into an external MySQL database.

MKMChat

AI assistant and MCP server for Mortal Kombat Mobile that provides intelligent team suggestions, mechanic explanations, and context-aware chat via local LLMs and RAG.

ira-universe

Public-safe visitor MCP for Claude Code and Cursor that explains what Ira is, how it is built, and how to adopt a factory-specific fork without sensitive data.

mcp-meteo

Provides real-time weather and forecasts via Open-Meteo, supporting queries by coordinates or city name.

picgo-uploader

Enables uploading images to a running PicGo application through its built-in server.

Perplexity MCP Server

镜子 (jìng zi)

@processon/mcp-server-processon-node

Generates ProcessOn mind maps from Markdown content. Provides tools to check API key validity and create mind maps.

FieldCure MCP Outbox Server

A multi-channel messaging MCP server that sends messages through Slack, Telegram, Email (Gmail, Naver, Microsoft Graph API), KakaoTalk, and Discord.

MCP MS SQL Server

Enables AI models to interact with MS SQL Server databases through a standardized interface. Supports executing SQL queries with parameters, listing tables, and describing table schemas.

agent-gateway

Converts any website into an MCP server, enabling AI assistants to search and interact with the site beyond just reading.

Storyblok MCP Server

The Storyblok MCP server enables your AI assistants to directly access and manage your Storyblok spaces, stories, components, assets, workflows, and more.

kakao-moment-mcp

Read-only MCP server for querying, analyzing, and reporting Kakao Moment ad data. Supports OAuth login and session-based authentication for multi-user hosting.