发现优秀的 MCP 服务器

Accrue SEO

Audits any website for SEO issues, providing scored health checks, schema validation, and performance analysis through AI assistants.

NowCoder ACM Problem MCP Server

Enables interaction with public NowCoder ACM problem pages. Supports fetching problem data and checking health status.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright running on Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language.

mcp-db-wrapper-example

An MCP server that wraps a small SQL database with tools for AI agents to query and insert data. It comes with a demo table for immediate use and can be extended with custom tables and tools.

MCP Security Tools Server

An MCP server that integrates multiple security and reconnaissance tools (Nmap, Cariddi, ParamSpider, Metasploit, web scraping) for AI systems, enabling automated network scanning, API discovery, vulnerability testing, and remote access via ngrok.

bus-mcp

MCP server for Raspberry Pi peripheral bus access, enabling AI agents to interact with CAN, I2C, SPI, UART, and GPIO directly through natural language.

diyan-research-mcp

Read-only MCP server that provides enterprise research frameworks, frozen snapshots, and historical factor summaries with sources and falsification conditions, without trading advice.

ExoSense MCP Server

Enables interaction with ExoSense IoT devices, sensors, groups, and assets via GraphQL, supporting device management and data queries through a Model Context Protocol interface.

Wallbit MCP

Enables AI assistants to interact with Wallbit's API for financial operations like checking balances, trading stocks, and managing accounts.

research-loop

Enables AI-moderated interviews that become cited, searchable transcripts, with a repository Q&A tool that returns exact transcript quotes.

agent-orchestrator

Enables multi-model leader-worker agent orchestration, workflow execution, and deterministic validation via structured MCP tools.

ClariLayer

The individual-analyst context layer, delivered over MCP, that gives your AI coding agent durable, reconciled memory of your data context to stop re-explaining data every session.

MCP Game Deck

A Unity Editor MCP server that gives Claude Code full control over Unity projects through 268 tools, 7 resources, and specialized AI agents. It enables AI-assisted game development by allowing Claude to see, create, modify, and inspect everything in Unity including scenes, GameObjects, scripts, and builds.

mcp-artic

Enables searching artworks, artists, and exhibitions from the Art Institute of Chicago collection via natural language, returning detailed artwork information, artist biographies, and exhibition status through the ARTIC public API.

Trello MCP Server

Enables Claude to manage Trello boards, lists, cards, labels, and checklists via the Trello REST API, allowing natural language task management.

mpesa-mcp

MCP server for East African fintech APIs — trigger M-Pesa STK Push payments, check transaction status, send SMS to 20+ African networks, and top up airtime via Africa's Talking.

Google Workspace MCP Connector

A ChatGPT custom connector that enables users to access, create, and manage Google Workspace files (Drive, Docs, Sheets, Slides) directly through ChatGPT using OAuth 2.0 authentication.

oncofiles

AI-powered medical document management for cancer patients and caregivers. Connects Google Drive, Gmail, and Calendar to Claude, ChatGPT, and any MCP client.

AEMET-MCP

An MCP server that allows retrieving meteorological and climate data from Spain's State Meteorological Agency (AEMET) API directly from Claude AI and other MCP-compatible clients.

DocPulse

DocPulse enables users to distill large documentation into compact, LLM-ready summaries by crawling web, PDF, and local sources, augmented with community insights from Reddit/StackOverflow, all running locally on Apple Silicon.

Test2w MCP Server

Enables AI assistants to interact with the Test2w REST API to explore endpoints, make test requests, and access documentation. It facilitates the integration of the Test2w SDK into applications through natural language interfaces in supported AI clients.

Azure Topology Graph MCP Server

Enables exploration and analysis of Azure infrastructure by querying Azure Resource Graph, ARM, and Network Watcher APIs to create interactive topology maps. Provides tools for searching resources, discovering relationships, finding connectivity paths, and visualizing complete Azure infrastructure topologies.

OpenCode MCP Server

Refines development prompts and stores semantic memory to save tokens in complex Antigravity tasks, enabling token savings and enriched context.

awesome-mcp

MCP 服务器/客户端/SDK 集合

briefcase

Enables AI tools to retrieve codebase context, summaries, decision notes, and file details via MCP, avoiding re-explaining the project.

ai-translation-tool

MCP server for transcribing audio and generating structured customer requirement meeting minutes (including flowcharts) using Whisper and AI backends, with export to md/html/pdf/docx and model/settings management.

Multi Agent Orchestrator MCP

Coordinates specialized agents (Architecture, Quality, Cloud, Prompt) to autonomously plan, build, test, and deploy applications with self-healing capabilities, authentication via Descope, and analytics through Cequence.

Voicebox MCP Server

Enables integration with VOICEVOX text-to-speech services to convert text into audio using a variety of character voices. It provides tools for speech generation, listing available speakers, and monitoring system health.

Swiss Legal MCP Server

Enables legal research and procedural analysis from verified Swiss legal sources, with tools for case resolution, legal drafting, and multirole argument evaluation.

calibre-mcp

An MCP server for managing local Calibre libraries using the calibredb CLI. It allows users to search books, manage metadata, and retrieve EPUB file paths through natural language commands.