发现优秀的 MCP 服务器

Streamable Pod Shell MCP Server

Enables AI assistants to create isolated Kubernetes Pod sessions for real-time shell command execution, file management, and Node.js code execution, with automatic TTL-based cleanup.

The Agent Times MCP Server

Enables AI agents to query breaking news, verified statistics, and editorial analysis from The Agent Times, covering platforms, commerce, infrastructure, regulations, labor markets, and adoption metrics in the agent economy.

sharp-on-fhir-mcp

A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents to interact with any FHIR R4 endpoint using SHARP context headers, without server-side OAuth. It provides clinical tools, lab results, imaging, and interactive MCP-UI dashboards.

production-master

Enables triggering, streaming, and reviewing autonomous production-incident investigations directly from your editor, with human-gated approval for any mutating actions.

Crash MCP Server

Enables AI assistants to analyze Linux system crash dumps by automatically discovering dump files, matching kernels, and executing interactive crash analysis commands through the MCP protocol.

onehome-mcp

Enables searching curated OneHome property listings, fetching property details and photos, comparing homes, and running mortgage calculations from within Claude.

fallengineer-us-mcp

A sovereign, MIT-licensed MCP server for professional-service workflow tools that runs on your infrastructure with Ed25519 signing, enabling autonomous agents to discover and invoke tools securely.

mcp-football-data

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

swing-mcp

Enables interaction with Java Swing applications through MCP, allowing launching, attaching, taking snapshots, clicking, filling forms, and other UI automation via natural language.

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.

Dropbox Dash MCP Server

Exposes Dropbox Dash search and file metadata via STDIO, enabling users to search across company content and fetch detailed file metadata and content.

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.

mcp-cli-gemini

Wraps the Gemini CLI as an MCP server, enabling AI tools to perform Gemini queries, interactive sessions, and extension management via a unified tool.

beliq-mcp

Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) against authority-pinned rules and explains failures.

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.

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.

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.

airly

Enables natural language interaction with air quality data from Airly, including real-time measurements, nearby stations, and forecasts.

test-mcp

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

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.

LocalFiles MCP Server

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

TDX MCP Server

An MCP server that wraps the TeamDynamix Web API, enabling AI assistants to search tickets, manage assets, query the knowledge base, and look up people in your TDX instance.

MCP-USV

A comprehensive MCP server for university faculty administration, enabling management of students, faculty, courses, grades, and documents with AI-powered chat and multiple access patterns.

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.

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.

CORS Doctor MCP Server

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

Tencent Mail Agent MCP Server

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

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.

ebs-initializer-mcp

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

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.