发现优秀的 MCP 服务器

MCP Expert Server

镜子 (jìng zi)

web-search-mcp

MCP server that searches the web, reads pages, and returns concise summaries with cited sources via the research_web and read_url tools.

Zentao Bug MCP

MCP server for Zentao that reads bugs, extracts reproduction steps, and allows AI to update bug status after fixing.

hermes-memory-mcp

A multi-tier memory system for autonomous agents to persist, retrieve, and manage cognitive states across semantic, structural, and technical levels.

Optimike Obsidian Tasks MCP

Enables AI-assisted task management by extracting and querying Obsidian Tasks from markdown files, with support for status mapping, date filters, and Obsidian Tasks query syntax.

spotify-mcp

A remote MCP server for Spotify with brokered OAuth and server-side intelligence, enabling search, playlist management, playback control, library analysis, and listening trends via natural language.

google-sheets-mcp

Local Model Context Protocol server for reading and writing Google Sheets through Google Sheets API v4.

gc_mcp

Exposes Grand Central daemon capabilities as MCP tools, wrapping gc_daemon via configurable transports (stdio or HTTP) with strict parameter validation and read-only GitHub tools for issue and repository access.

xhs-mcp

An MCP server for Xiaohongshu (xiaohongshu.com) that provides login, publishing, search, recommendations, and other automation capabilities via Puppeteer.

mcp-csv

Converts CSV to JSON and JSON to CSV offline, supporting RFC 4180 with header detection and custom delimiters.

mcp-musicbrainz

Enables searching music artists and releases, and retrieving artist biographies, discographies, release track listings, credits, and metadata through the MusicBrainz API.

comfy-h3-mcp

Enables MiniMax-H3 video+audio generation on a local ComfyUI via five simple tools, including image/reference-to-video, job polling/cancelling, and asset listing, with stateless prompt_id-based job handling.

Remote MCP Server Authless

A tool that deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication requirements, allowing developers to add custom tools that can be accessed from Claude Desktop or the Cloudflare AI Playground.

RETICOLO MCP

MCP server for the RETICOLO V10 rigorous coupled-wave analysis solver, enabling agents to compute RCWA spectra, convergence scans, and field maps via MATLAB Engine API without launching the MATLAB desktop.

Strava MCP Server

Connects Claude to the Strava API to provide direct access to fitness data, including athlete statistics, detailed activity logs, and time-series performance metrics. It enables users to analyze training progress, compare workouts, and retrieve specific segment details through natural language queries.

inkling-mcp

Enables coding agents to capture, claim, and summarize ideas from an idea inbox, with queue/retain modes and budget tracking.

Tapatalk MCP Server

Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsing, reading, searching, and optional posting.

ABIS MCP Server

Enables real-time AI behavioral drift monitoring and detection for Claude Code, tracking shifts in model behavior across 11 major models with tools for scorecards, version changes, and compliance reports.

swehockey

Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.se — schedules & results, standings, team rosters, and season-total scoring & goalie stats.

garmin-connect-mcp

MCP server that connects Garmin Connect to Claude Desktop, allowing users to query health and fitness data (sleep, workouts, heart rate, HRV, stress, Body Battery, etc.) in plain English and also log weight, hydration, and schedule workouts.

sec-edgar-mcp

MCP server that lets an LLM read official SEC financial data, tracing every number back to a specific SEC filing, US-GAAP tag, and filing date.

AllSearch MCP

A Grok-first multi-source search MCP for AI agents that integrates Grok, Tavily, AnySearch, and Firecrawl to provide unified search results, cross-verification, and web content fetching.

content-core

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

Cloud Private Catalog MCP Server

An auto-generated MCP server that enables interaction with Google Cloud Private Catalog API, allowing users to manage private catalogs and services through natural language.

io.github.arpe-io/fasttransfer-mcp

MCP server wrapping FastTransfer for efficient data transfer between databases with safety previews.

renpy-mcp-creator

Provides 70+ MCP tools for creating and managing Ren'Py projects, enabling natural language requirements to be converted into editable projects with build, preview, and asset generation capabilities.

Super-Productivity-MCP

An MCP server that connects AI assistants to Super Productivity for managing tasks, projects, and tags. Supports quick capture, batch triage, and full planning sessions through natural language.

Vibe Coding Documentation MCP (MUSE)

Automatically collects, summarizes, and documents code from vibe coding sessions, generating multiple document types (README, DESIGN, TUTORIAL, etc.) and publishing them to platforms like Notion, GitHub Wiki, and Obsidian.

mcp-server-datahub

DataHub 的官方 MCP 服务器 (