发现优秀的 MCP 服务器

mcp-epa-echo

An MCP server that exposes EPA ECHO water quality data as tools, enabling facility search, permit limits, discharge measurements, violations, and enforcement actions.

PageIndex Light MCP

Agentic PDF search via MCP, enabling intelligent document retrieval through LLM reasoning instead of vector similarity.

humor-mcp

Enables querying a local humor corpus with attribution and license restrictions, providing tools for search, ratings, and structural analysis.

Portfolio Tracker MCP Server

Enables AI clients to track investment portfolios by retrieving positions, calculating profit and loss, and refreshing price data via Yahoo Finance. It allows users to monitor overall performance and query specific ticker details through natural language interactions.

obsidian-mcp-pro

The most feature-complete MCP server for Obsidian vaults. 23 tools and 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas support.

airi-xinchao

MCP server for Airi that manages dynamic mental state via stdio, offering tools to get context, log events, check status, settle, and retrieve mood/energy.

Meetup MCP

Plans meetups with driving-time-balanced area suggestions and place recommendations using Kakao Local and Mobility APIs.

SEFAZ AM: Certidão Negativa de Débitos

Read-only MCP server for consulting official SEFAZ Amazonas negative debt certificates (Certidão Negativa de Débitos), with a single tool accessible via any MCP over HTTP client.

Spotify MCP Server

Controls Spotify playback through Claude using the Model Context Protocol. Supports playback control, search, library management, and local favorites.

OntoRamp Transformation Radar

Analyzes enterprise transformation programs to surface maturity gaps and risk signals, enabling AI agents to identify stalled initiatives and prioritize actions.

mcp-server-crypto-news

Free, no-auth crypto news API with 200+ sources for fetching real-time and historical crypto news.

pumperly-mcp

MCP server that exposes any Pumperly instance to LLMs, enabling real-time fuel price queries, station search, route planning, and geocoding.

@cyanheads/reference-data-mcp-server

Look up countries, timezones, periodic table elements, physical constants, units, HTTP status codes, and MIME types via MCP. STDIO or Streamable HTTP.

codescan

Enables querying a Neo4j-based code graph for Python projects, providing tools for code structure, call graph, and test coverage analysis.

mealie-mcp-server

A MCP server for Mealie recipe management. Exposes 43 tools and 1 prompt for AI assistants to search, create, and manage recipes, meal plans, shopping lists, categories, and tags.

Altaviz

Enables monitoring and managing multi-platform media buying accounts via natural language, detecting anomalies like creative fatigue and spend spikes, with AI-powered recommendations and a human-in-the-loop approval queue.

xianyu-buyer-mcp

Enables automating buyer-side workflows on Xianyu (Goofish) by searching products, sending individual or batch price inquiries, and retrieving seller responses through MCP tools.

ERC-8126 Scan MCP Server

Enables users to search the on-chain index of 378,000+ ERC-8004 agents and read Cybercentry verification results spanning token, code, media, web, and wallet dimensions.

MCP UI Glue Code Generator

Automates frontend integration by mapping messy API JSON responses to Vue or React Design System components, generating Zod schemas for type-safe data transformation with live UI previews in chat.

MCP Software Engineer

Enables Claude to function as a full-stack software engineer with comprehensive development capabilities including project creation, database management, frontend/backend development, testing, deployment, and DevOps operations across multiple frameworks and technologies.

Amadeus MCP Server

一个模型上下文协议服务器，连接到 Amadeus API，使 AI 助手能够搜索航班、分析价格、查找最佳旅行优惠以及规划多城市旅行。

ADT MCP

Multi-system MCP server for reading and writing ABAP source via SAP ADT, with a local web admin, browser-based login, and tools for source navigation, editing, activation, testing, and debugging.

Clockify MCP Server

A scoped MCP server for managing Clockify workspaces, offering read/write tools for clients, projects, tasks, tags, and time entries, with idempotent structure scaffolding and gated deletion.

Weather MCP Server

Provides real-time weather forecasts, current conditions, and smart umbrella recommendations through MCP tools, backed by the Open-Meteo API.

Web Search MCP Server

This MCP server provides tools for AI agents to search the web, fetch page content, and query specific elements from pages using DuckDuckGo.

Spryker Search Tool MCP Server

Provides natural language search capabilities for Spryker GitHub repositories, packages, and public documentation. It enables code-level searches across Spryker organizations to help developers find relevant modules and technical information.

Github Mcp Server Review Tools

扩展了 GitHub MCP 服务器，增加了用于拉取请求审查评论功能的额外工具。

vscode-a2a

An MCP bridge that exposes A2A agents as tools in VS Code agent chat, enabling natural language delegation to remote agents with multi-turn conversation and configurable authentication.

mcp-arcgis-leecounty

Enables AI agents to search and query Lee County GIS open geospatial datasets (parcels, addresses, zoning, public works) via ArcGIS Feature Services.