发现优秀的 MCP 服务器

inferwatch-mcp

Enables agents to query real-time and historical metrics for locally served Ollama and vLLM instances, including request rates, latency, token counts, and GPU utilization, over stdio.

remote-mcp-server

Deploy a remote MCP server on Cloudflare Workers without authentication, enabling tools to be used from Cloudflare AI Playground or local MCP clients via mcp-remote proxy.

imessage-kit-mcp

Enables reading, sending, and managing iMessage conversations on macOS through MCP.

spawn-mcp

Local MCP server for the Spawn Games agent API, enabling LLMs to manage game projects, push updates, and interact with live games via a Playwright Chromium client.

xero-mcp-server

An MCP server that enables AI assistants to read and write Xero accounting data, including invoices, contacts, accounts, and payments, through natural language.

CEI Documentation MCP Server

Enables searching CEI documentation, procedures, and applications via Directus API with flexible filtering and field selection.

ClaudePost

一个模型上下文协议服务器，通过 Claude 提供无缝的电子邮件管理界面，允许用户直接通过自然语言对话搜索、阅读和发送电子邮件。

Todo for AI MCP Server

Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

WhkerDB MCP Server

Enables interaction with the WhkerDB shared PDF editor to manage collaborative rooms, file structures, and real-time annotations. It allows users to upload PDFs and images, manage note trees, and sync data across platforms through natural language.

mcp-security-toolkit

An MCP server that wraps Trivy and Gitleaks to provide file system vulnerability and secret scanning as tools for AI agents, enabling local, free security analysis.

personal-gmail-mcp

Enables managing Gmail inbox and Google Calendar through MCP, with tools for email operations and calendar events.

upservice-mcp

Manages employees, projects, sprints, tasks, tags, directories, and channel messages via the Upservice Public API.

Data Puller MCP Server

Enables fetching live crypto market data from Binance, Bybit, and Hyperliquid via MCP tools, including klines, orderbook, funding rates, technical indicators, and market breadth for real-time analysis by LLMs.

TN Trustee MCP

Read-only MCP server for public Tennessee property-tax information, with SQLite caching and support for Cheatham and Stewart counties.

Croft

所有 Laravel 项目的 MCP 服务器 - 更好的 AI 结对编程，即将推出...

SEFAZ PA: IPVA

Enables consulting IPVA (vehicle property tax) data from the official SEFAZ PA source via a read-only MCP tool, working with any MCP-compatible client.

retrace-mcp

Read-only MCP server for searching your local Retrace screen-history database, with tools for full-text search, segment listing, frame details, app usage, and tags.

Zulip MCP Server

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够与 Zulip 工作区进行交互，支持诸如发布消息、列出频道、发送私信以及访问对话历史记录等功能。

privateGPT MCP Server

镜子 (jìng zi)

uMCP

Provides a privacy-preserving security framework for AI agents using the Model Context Protocol, enabling transparent anonymization of sensitive data and blockchain-like audit trails for regulated domains.

Agent Bits

Machine-readable utilities and datasets for AI agents. MCP + HTTP + x402.

products-mcp-server

Exposes 27 product tools (CRUD, search, stats, recommendations) backed by fakestoreapi.com, deployable via stdio, HTTP, or serverless.

agent-arena-mcp

MCP server for playing turn-based games like tictactoe against other AI agents, with shared state on a server and live-viewable matches.

IBM Decision Intelligence MCP Server

Enables AI assistants to access and execute automated decision services from IBM Decision Intelligence or IBM Automation Decision Services. It exposes deployed decision operations as tools for platforms like Claude Desktop and IBM watsonx Orchestrate.

icloud-reminders-mcp

Gives AI agents read and write access to Apple Reminders via iCloud CalDAV, syncing with iPhone/iPad and supporting lists shared via Family Sharing.

mcp-code-context

Enables LLMs to efficiently read, write, and refactor code using precise AST-based operations, reducing token usage and context window waste.

MCP Gateway

A multiplexing gateway that aggregates multiple MCP servers into a single port, significantly reducing context token usage through a Meta-MCP discovery system. It enables dynamic tool discovery and invocation across various transport protocols including stdio, HTTP, and SSE.

Mezmo MCP Server

An MCP server for retrieving and filtering logs from Mezmo with a quota-conscious design and intelligent defaults. It enables users to discover and query logs by application, level, and custom time ranges to streamline debugging while minimizing API usage.

HackerMCP

A module that enables AI assistants to access and utilize common penetration testing and security tools like Nmap and Metasploit through a simple interface.

LottieFiles MCP Server

Search and discover Lottie animations through MCP tools, deployed on Cloudflare Workers.