发现优秀的 MCP 服务器

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

mcp-gatehouse

Permission tiers, approval gates, and audit logging for MCP servers.

Threat.Zone MCP Server

Provides LLMs with access to Threat.Zone's malware analysis capabilities through standardized MCP tools, allowing for file and URL analysis, sandbox execution, and threat intelligence retrieval.

Home Assistant MCP Server

Enables Claude Desktop to read and control Home Assistant devices via natural language, with configurable safety restrictions on sensitive actions.

AutoDocs MCP Server

Automatically provides AI assistants with contextual, version-specific documentation for Python project dependencies by scanning pyproject.toml files. Eliminates manual package lookup and enables more accurate coding assistance through seamless integration with AI tools.

CBAPI.dev MCP Server

Enables AI agents to search products across affiliate networks, compare commissions, find arbitrage opportunities, and get auto-injected affiliate links via MCP.

Weather MCP Server

Provides current weather information and forecasts for major cities through MCP tools and resources. Supports getting weather data, multi-day forecasts, and listing available cities with mock data for demonstration purposes.

elim-mcp

An MCP server that gives coding agents a persistent, chained memory of debugging investigations, tracking what's been tried, ruled out, and solved across sessions and scopes.

Teams MCP Server

Enables Claude to read, send, and search messages across Microsoft Teams, including channels, chats, and profiles, using your own Microsoft 365 work account with one-click OAuth sign-in.

Remote MCP Server on Cloudflare

Enables deploying a Model Context Protocol server on Cloudflare Workers with integrated OAuth authentication and SSE transport. It provides a secure, serverless environment for hosting custom tools that can be accessed by Claude Desktop and other MCP clients.

Hacker News MCP

Enables AI agents to access Hacker News data including stories, items, users, and comments via MCP tools.

app-store-screenshots-mcp

MCP server that turns raw in-app screenshots into beautiful, store-ready marketing images for the iOS App Store and Google Play.

Targetprocess MCP Server

Enables AI assistants to interact with Targetprocess for search, create, update, and query of entities like User Stories and Bugs, with support for complex filters and data model discovery.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API for searching movies, retrieving movie details, cast information, and browsing current, upcoming, popular, and top-rated films, as well as searching for actors and directors.

SafeFlo

Local MCP server for Claude Code providing persistent memory, task planning, and agent coordination with full transparency and no network calls.

Crossref Academic MCP Server

MCP server enabling AI agents to search and retrieve scientific papers, citations, and author profiles from Crossref, OpenAlex, and Semantic Scholar with no API keys required.

Philips Hue MCP Server

Enables AI assistants to control Philips Hue smart lighting systems using natural language, supporting light control, group management, scenes, and presets.

OriginLab MCP Server

Bridge between AI assistants and OriginLab, enabling data import, plotting, analysis, and export through natural language commands.

local-os-brain

Enables safe local system command execution, file operations, hardware diagnostics, and persistent cross-session memory storage via SQLite.

intentional-masking

Renders Ready Player Me avatars with phoneme-based lip-sync from audio using Remotion and React Three Fiber.

thunderbird-mcp

Enables searching and reading Thunderbird emails locally through MCP, using the mail client's own index for offline, credential-free access.

Rostro

Turn any language model into a multimodal powerhouse that can generate images, music, videos and more on the fly. Rostro's tools are designed to be used by language models from the ground up, expanding capabilities with minimal context bloat.

Mood-Based Music & Quote MCP Server

Analyzes mood from messages, provides curated Spotify playlists and motivational quotes, and optionally generates voice responses via ElevenLabs. Integrates with Twilio for WhatsApp/SMS webhooks to deliver personalized music recommendations based on emotional sentiment.

erpnext-fast-mcp-server

Enables generic CRUD operations on ERPNext/Frappe DocTypes via MCP tools, allowing users to interact with ERPNext data like documents, reports, and schema through natural language commands.

memmd-mcp

A shared memory layer for AI agents — one memory.md synced across Claude Desktop, Cursor, Claude Code, OpenAI Codex, and any MCP client.

ruckus-mcp

Enables monitoring and management of Ruckus Unleashed WiFi controllers, including APs, clients, WLANs, and system events.

Japan Data MCP

Enables AI agents to query Japanese public data (laws, corporations, statistics) from official government APIs, returning normalized English metadata with source attribution.

CRA Compliance MCP

CRA Compliance - MCP server providing AI-powered tools and automation by MEOK AI Labs

mcp_local_server

A lightweight local MCP server built with FastMCP for exposing custom tools to MCP-compatible clients. Enables local development and testing of MCP tools and resources.