发现优秀的 MCP 服务器

mcp-football-data

Access football (soccer) data including competitions, matches, standings, and team details via the Football-Data.org API.

ebs-initializer-mcp

Automates AWS EBS volume initialization via AWS Systems Manager, supporting multi-instance parallel execution and real-time progress tracking.

ShapeWords MCP

Universal MCP server for generating word clouds using ShapeWords, enabling creation of SVG, JSON, or PNG word clouds from text with extensive customization options.

Movie Database MCP Server

Enables natural language queries against a MongoDB movie database to search films by title, genre, actor, year, or rating, and retrieve detailed movie information from the sample_mflix collection.

Appium MCP Server

Enables AI-powered mobile app testing and automation through Appium, using Azure OpenAI to intelligently navigate mobile applications and generate test cases.

api-mcp

An MCP server that automatically discovers API endpoints from any codebase, generates and runs tests, and produces per-role QA audit reports in PDF and XLSX.

test-mcp

A minimal test MCP server built with TypeScript, demonstrating basic Model Context Protocol capabilities like tools, resources, and prompts.

LocalFiles MCP Server

Provides secure access to local files from specified directories. Enables listing files, reading contents, and configurable file size and extension filtering.

Agent Cardroom

Enables users to play virtual-chip poker games like Texas Hold'em and Zha Jin Hua against bot opponents within Codex, with interactive UI or text commands.

audio-transcription-mcp

MCP server for audio transcription with speaker diarization. Transcribes MP3/WAV files using Faster-Whisper and pyannote.audio, outputs markdown with speaker labels, timestamps, summaries, and action items.

hetzner-mcp

Manage your entire Hetzner platform from any AI assistant. Cloud servers, networks, volumes, firewalls, load balancers, IPs and DNS, plus Storage Boxes and Robot dedicated servers, with a hard cost guard.

mcp-transkriptor

Wraps the Transkriptor developer API to transcribe audio, video, public URLs, and live meetings, with support for fetching transcriptions, summaries, exports, file management, custom vocabulary, webhooks, text-to-speech, and AI chat knowledgebases.

SEO Audit MCP Server

Provides comprehensive technical SEO auditing tools including page analysis, site crawling, Lighthouse performance testing, and sitemap analysis, with specialized features for job board websites like JobPosting schema validation.

Sentry

Enables interaction with Sentry's error tracking and monitoring tools through a unified API, allowing natural language access to Sentry services.

pref_mg_uberaba_cnd

Consulta Certidão Negativa de Débitos da Prefeitura MG Uberaba em fonte oficial, somente leitura, via MCP over HTTP.

zan-mcp-server

ZAN 节点服务的模型上下文协议服务器。

ai-divination-mcp

MCP server for ai-divination-skills that provides tools for tarot draws, I Ching casts, Xiao Liu Ren casts, and Bazi chart generation, returning auditable JSON results for AI interpretation.

Tencent Mail Agent MCP Server

Enables fetching and analyzing emails from Tencent Exmail or any IMAP service, with tools to list yesterday's emails.

DCS Lua Runner MCP Server

Enables AI assistants to interact with DCS World in real-time through chat by executing Lua scripts and providing tools for mission info, unit management, coordinate conversion, and more.

Message Control Protocol (MCP) Server

A REST API server implementation for message handling with Oracle Database integration via ODBC, offering endpoints for creating and retrieving messages with comprehensive error handling.

Apple Ads MCP

Provides MCP clients typed tools for Apple Ads Platform research, reporting, auditing, and receipt-gated campaign management with a local-first, read-only-by-default safety model.

Citlyze

Read-only access to your Citlyze AI search visibility workspace: visibility scores, tracked prompts, citations, competitor comparison, recommendations, and AI crawler analytics.

NetADX AI-CORE MCP API Boilerplate

A minimal, production-ready MCP server boilerplate for building AI-powered backend services with TypeScript, MongoDB, and JWT authentication.

CORS Doctor MCP Server

Enables CORS diagnostics with a free local tier and a premium server-side tier gated by payment.

naver-mail-mcp-basic

MCP server for Naver Mail that enables reading, searching, downloading and organizing attachments, and preparing draft emails without sending automatically.

MCP Git Server

A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch operations.

SAP SuccessFactors MCP Server by CData

SAP SuccessFactors MCP Server by CData

beerman

MCP server for long-term project memory management, allowing AI agents to store and semantically search project milestones, decisions, and architecture specs via Supermemory vector store.

Nepse API MCP Server

Provides structured access to Nepal Stock Exchange market data through the Model Context Protocol, enabling AI integration for querying real-time stock data and market analysis.

humaans-mcp

Read-only MCP server for the Humaans HRIS API, providing tools to query people, reporting chains, compensation, time away, and more.