发现优秀的 MCP 服务器

mailbox-mcp

MCP server for inter-agent mailbox communication using file-based mailboxes in .claude directories.

simplefin

Exposes SimpleFIN bank data (accounts and transactions) as tools for Claude Code, enabling users to connect to bank accounts, list balances, and fetch transactions.

claude-usage

Provides Claude plan usage data (session and weekly percentages) as an MCP tool by reading through a logged-in browser, enabling Claude to check its own remaining usage.

impeccable-mcp

MCP server that wraps impeccable's design-lint engine to scan URLs and raw HTML for 59 deterministic anti-patterns, returning structured findings grouped by slop vs quality via headless Chrome.

Java Testing Agent

Automates Java Maven testing workflows with decision table-based test generation, security vulnerability scanning, JaCoCo coverage analysis, and Git automation.

Element Plus Docs MCP

A local MCP server that provides tools to query Element Plus component documentation, enabling listing, retrieval, and search of component docs.

qq-onebot-mcp

Enables MCP hosts to bridge with QQ via NapCat/OneBot 11, allowing whitelisted private messages to reach an agent with full tool access while group mentions are answered by a sandboxed pure LLM without system access.

notion-mcp-server

Enables natural language interaction with Notion workspace, including search, page/database management, markdown conversion, and productivity shortcuts.

hermes-local-agent-lanes

Provides safe local-model MCP support tools (summarization, classification, critique, draft) for a cloud owner agent, with strict boundary guards to prevent risky actions.

Gmail MCP Server

一个集成服务器，它允许 Claude Desktop 安全地访问和处理 Gmail 内容，同时保持适当的上下文管理和隐私控制。

MCP Servers

使用 Deno 构建类型安全的 Minecraft 服务器。

lipdub-mcp

Enables AI agents to lip-sync video to a different audio track via LipDub 2, including creating renders, checking statuses, and retrieving results.

Hello MCP Server 👋

一个简单的“Hello World”服务器，实现了模型上下文协议 (MCP)。

Revenyu MCP

Enables Frappe Framework applications to function as Streamable HTTP MCP servers by providing a WSGI-compatible implementation for tool registration and JSON-RPC handling. It allows developers to expose Frappe app functionality to LLMs through a simple decorator-based interface.

applemusic-mcp

MCP server for Apple Music that lets AI assistants manage playlists, control playback, and browse the music library.

mneme

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is the source of truth, no LLM on the Stop path.

Chrome MCP Server

Transforms Chrome browser into an AI-controlled automation tool that allows AI assistants like Claude to access browser functionality, enabling complex automation, content analysis, and semantic search while preserving your existing browser environment.

SINTEGRA: SUFRAMA

Enables consultation of SINTEGRA registration data from the official SUFRAMA source, with read-only access and pay-per-use credit system, compatible with any MCP client.

deusproof-mcp

Enables AI agents to certify their creations with verifiable, timestamped proof anchored to Bitcoin, and to verify certificates.

MCP Agent Skills Server

A production-ready MCP server that equips AI agents with dynamic, persistent, and executable skills. It enables secure script execution and progressive disclosure to reduce context window usage.

Kira

Automatically provides AI agents with proven instructions and past failure warnings for common tasks like deployment, auth, and payments, enabling flawless execution without manual configuration.

Cairntir

A local-first, open-source memory system for Claude Code that eliminates cross-chat AI amnesia by storing decisions and facts verbatim in a SQLite database and retrieving them via MCP tools for persistent, context-aware conversations.

Agentic Travel Recommendations API

MCP server that provides AI agents with personalized travel recommendations for members, enforcing partner-specific rules such as category exclusions, loyalty tier eligibility, and recommendation caps.

claude-engineering-coach

An MCP server plugin for Claude Code that analyzes local AI session logs to provide coaching on coding patterns, tool usage, and productivity insights via tools and slash commands.

MCP-based Knowledge Graph Construction System

An automated system that processes raw text through a three-stage pipeline to assess data quality, enhance information, and generate structured knowledge graphs. It provides tools for triple extraction with confidence scoring and creates interactive HTML visualizations of the resulting graph.

evolveguard

MCP server wrapping the evolveguard CLI as a single generic run tool for agent-skill file safety checks.

Local Knowledge Desk

A local MCP server for managing Markdown notes, enabling create, list, read, search, summarize, and delete operations through natural language.

Trello MCP Server on Cloudflare Workers

Enables comprehensive Trello integration via MCP, supporting boards, lists, cards, comments, labels, members, checklists, search, and attachments, deployed on Cloudflare Workers.

chromectx

Search and retrieve content from all open Chrome tabs, and provide them as context for AI tools via MCP.