发现优秀的 MCP 服务器

manus-mcp-server

Enables Claude to generate images by wrapping the Manus API through a remote MCP server with OAuth authentication.

Obsidian MCP Server

Provides AI assistants with full-text search access to your Obsidian vault, allowing them to query, retrieve, and analyze notes through the Model Context Protocol.

Fireflies MCP Server

Enables access to Fireflies.ai meeting transcripts with capabilities to retrieve, search, filter, and generate AI-powered summaries of meeting content through the Fireflies API.

MCP Safety Warden

A proxy server that wraps any MCP server, adding behavioral profiling, security scanning, risk gating, and safe execution to its tools.

MCP Vector Memory

Provides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.

scifinder-route-mcp

MCP server for indexing and searching reaction-step-level synthesis routes from local SciFinder exports, designed for Docker/NAS deployment.

Yuque MCP Server

MCP server for Yuque (语雀) that exposes your knowledge base to AI assistants through the Model Context Protocol.

RepoGraph-Honest MCP Server

An MCP server that validates generated code against project structure and installed dependencies, catching undefined symbols, wrong API calls, dead code, and type mismatches in real time. It provides tools for project indexing, symbol/API checking, sandboxed execution, file scanning, and code analysis.

Forecast Storage MCP Server

Enables storing and retrieving weather forecasts with text and audio in Google Cloud SQL PostgreSQL, supporting full internationalization, TTL-based caching, and automatic expiration management.

FRED

A local MCP server that gives Claude and other MCP clients access to Federal Reserve Economic Data (FRED) — 800,000+ economic time series covering GDP, inflation, employment, interest rates, and more.

mcp-server-devutils

Zero-auth MCP server with everyday developer utilities: base64, UUID, hash, JWT decode, cron, timestamps, JSON, regex.

Notion MCP Server

一个简单的 Notion MCP 服务器 (Yī gè jiǎndān de Notion MCP fúwùqì)

seo-stack-mcp

The complete open-source SEO data stack for AI agents, integrating Google Search Console, Google Analytics 4, Bing Webmaster Tools, and Microsoft Clarity with built-in analyst tools like cannibalization check, low-hanging fruit, and content gap analysis, all self-hosted and free.

HitKeep

Read-only MCP server for aggregate HitKeep analytics and official documentation, including traffic, events, goals, funnels, ecommerce, Search Console, and AI visibility reporting.

semanticscholar-mcp

Provides access to the Semantic Scholar Academic Graph API, enabling search and retrieval of papers, authors, citations, and related academic data.

mcp-arcgis-roanoke

Provides tools to search and query open geospatial datasets from the City of Roanoke, VA, including parcels, zoning, and public works, via ArcGIS Feature Services.

BlenderMCP

Connects Blender to Claude AI, enabling prompt-assisted 3D modeling, scene creation, and manipulation through natural language.

ds-vision-mcp-skill

Automates image analysis and coordinate-level visual reasoning through DeepSeek's web interface, with multi-round voting, image comparison, and follow-up Q&A via MCP tools.

microsandbox-mcp

Connects AI agents to microsandbox for creating lightweight sandboxes, executing code, managing files, and monitoring resources.

Attio Simple MCP Server

Integrates Attio CRM with AI clients to manage companies, people, and notes through 14 specialized tools. It supports dynamic schema discovery, enabling users to search, create, and update records within their Attio workspace.

MCP Test Repository

一个通过 GitHub MCP 服务器创建的测试仓库。

Project Tracker MCP Server

A TypeScript-based REST API that integrates project and task management with MCP (Model Context Protocol), allowing users to manage projects and tasks through natural language interactions.

BackendMax

AI-powered backend diagnostics MCP server that statically analyzes frontend and backend code to catch cross-boundary bugs, contract drift, missing validation, security gaps, and performance anti-patterns before deployment.

mcp-server-qnap-qvs

Manages QNAP Virtualization Station (VMs, snapshots, disks, ISOs) via the QVS REST API, enabling VM lifecycle operations and resource monitoring through natural language.

PsyFlow-MCP

A lightweight FastMCP server that enables language models to discover, clone, transform, and localize PsyFlow task templates through a streamlined workflow with standardized tools.

gmaps-lead-atlas-mcp

An MCP server that enables finding and qualifying local business leads through the Google Maps Places API, with tools for searching businesses, fetching details, and sweeping areas for coverage.

VideoReceiverMCP

MCP server that receives base64-encoded video files, saves them locally, and supports listing and deletion; works via stdio for local agents and HTTP for remote clients.

MCP Expense Tracker

Enables users to track personal expenses through natural language interactions with comprehensive category support and financial summaries. Provides both local and remote MCP server options with SQLite storage for fast expense management operations.

Chess MCP Server

Enables playing chess games with legal move validation and AI opponent moves powered by the Stockfish engine. Supports multiple concurrent games and provides moves in UCI format.