发现优秀的 MCP 服务器

mcp-repo-mapper

Scans a local codebase and exposes file structure, language counts, Python import dependencies, circular dependency detection, framework detection, entry point candidates, and a cached repo structure resource.

Apple Voice Memo MCP Server

Provides programmatic access to Apple Voice Memos on macOS, enabling AI assistants to list, retrieve details, get audio, and transcribe recordings.

Slack Notification MCP Server

Enables Claude AI to send real-time notifications to Slack channels with support for rich formatting, multiple channels, and customizable message styling for workflow automation and task completion alerts.

MCP Reminder Service

Enables sending messages and scheduling reminders through multiple platforms including Telegram and Feishu. Supports real-time messaging and cron-based scheduled notifications with comprehensive logging and error handling.

Garoon MCP Server

A Model Context Protocol (MCP) server that integrates Cybozu's Garoon groupware, enabling schedule management, meeting scheduling, and user search through natural language.

ja-local-kb

A local knowledge base MCP server that enables retrieval and evidence-based Q&A over Obsidian Markdown notes, with high-recall embedding search, chunked indexing, hybrid retrieval, and three STDIO MCP tools for agent-driven recollection and quality-gated recall.

ProofGate

Evidence-first delivery audit MCP server that evaluates task requirements against delivery evidence and returns a reproducible pass/needs_review/fail decision with a deterministic receipt.

3d-eyes

Enables coding agents to visually inspect and diagnose 3D files (meshes and Gaussian splats) for defects like flipped normals or floaters, without GPU dependencies.

real-estate-analyzer

Analyzes real estate locations using Kakao Local API, providing insights on education, transportation, convenience, nature, and future value.

MCP Database Filesystem

Enables SQL Server database operations (queries, table management) and file system access (read, write, directory listing) with security controls. Supports comprehensive database interactions and file management through a unified MCP interface.

search-console-mcp

Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 seconds, no Google Cloud project. Six read-only tools (search analytics incl. Google Discover, period comparison with computed deltas, batch URL inspection, sitemaps) plus five built-in SEO analyses as slash-commands. Tokens stay on your machine. MIT.

mcp-hasolidit

MCP server that enables AI tools to search, read threads, and retrieve latest posts from the Hasolidit financial community forum.

beds24-mcp

MCP server for the Beds24 API, providing semantic search over documentation and schema validation for API payloads.

MCP Enterprise Architecture Project

Provides a set of MCP tools (file, database, GitHub, Slack, browser, calendar, email, vector search, Python execution) with safety constraints and OpenAI integration for enterprise architecture automation.

GPTImage

Image generation for Claude Code via ChatGPT subscription token. No API key needed.

WordPress MCP Server

用于向 WordPress 站点发布内容的机器通信协议 (MCP) 服务器

pyghidra-lite

Token-efficient MCP server for Ghidra-based reverse engineering. Analyze ELF, Mach-O, and PE binaries with Swift, Objective-C, and Hermes support.

QIDI Studio MCP Server

Manages QIDI Studio 3D printing profiles locally, enabling AI assistants to read and write filament, process, and machine presets via the Model Context Protocol.

Itaú MCP

Enables AI assistants to read Itaú bank account information (balances, statements, credit card bills, investments) via Open Finance Brasil, read-only.

Fandom Wiki MCP Server

A generic MCP server that allows searching and retrieving articles, summaries, category members, and wiki info from any Fandom wiki.

Poke MCP + Gemini Frontend Tools

Provides AI-powered tools for UX/UI review, web component generation, and code refactoring using Google Gemini.

MCP - Management Control Panel

An advanced management platform that integrates FastAPI and React TypeScript, providing a modern user interface with SQLite database and action history tracking.

AWS Athena MCP Server

Enables execution of SQL queries against AWS Athena databases with schema discovery, query status management, and result retrieval through a standardized Model Context Protocol interface.

github-resume-assistant

An MCP server that connects Claude to your real GitHub activity and tells you what to build and ship publicly to make your resume credible.

mcp-brain

A Model Context Protocol server that gives Claude Code persistent, structured awareness of your project — without burning tokens on context rebuilding.

PuchAI MCP Starter

A starter template for creating Model Context Protocol servers that work with Puch AI. Includes ready-to-use tools for text processing, image manipulation, and demonstrates Bearer token and OAuth authentication patterns.

Deadzone

Local-first MCP server providing semantic search over library docs, fully offline. Single Go binary speaks MCP over stdio against a vector index pinned to the binary version. Like Context7 with the internet turned off. Apache 2.0. Linux + macOS, also available as a container image.

Weather MCP Server

Provides access to National Weather Service data, enabling users to retrieve real-time weather forecasts for specific coordinates and active weather alerts by US state.

Ploidy

MCP server that reduces confirmation bias in LLMs by orchestrating structured debates between asymmetric context sessions.