发现优秀的 MCP 服务器

Context Mode

Context Mode is an MCP server that reduces context window waste by sandboxing data-heavy tools, tracking session state in SQLite, and promoting code-based analysis over raw data reads, achieving up to 98% context savings.

mcp_mail

A mail-like coordination layer for coding agents, providing identities, inbox/outbox, searchable threads, and advisory file reservations to prevent conflicts in multi-agent workflows.

camera-mcp

An MCP server that enables interaction with local camera devices to capture and process images. It allows LLMs to access video devices with configurable settings such as resolution, orientation, and image format.

File Manager MCP

Enables AI agents and LLMs to perform comprehensive file system operations including CRUD, search, archive, hashing, and duplicate detection via the Model Context Protocol.

Bitwarden MCP Server

Enables AI assistants to securely manage Bitwarden vault items, folders, attachments, and organization administration through the Model Context Protocol.

mcp-server-starter-kit

A production-shaped starter for building MCP servers in TypeScript, featuring stdio and streamable HTTP transport, bearer auth, and example tools including ping and http_get_json with SSRF guards.

ProAlpha MCP Server

A Model-Context-Protocol server that provides a read-only interface to ProAlpha MSSQL databases, automatically capturing database schemas and enabling data analysis through SQL queries.

mal-mcp

Exposes a user's MyAnimeList data (watch list, scores, statistics) as MCP tools for AI assistants to analyze taste, build statistics, and make recommendations.

Multiple MCP Servers Framework

Provides a framework for running multiple MCP servers using FastAPI, stdio, and streamable-http transports, with an echo tool for testing and integration with MCP Inspector.

mysql-mcp-demo

Enables interaction with a MySQL database through MCP tools, resources, and prompts, supporting both read-only queries and safe write operations.

webhook-mcp

A Bun-based MCP server that sends POST requests to webhooks, supporting Discord, Teams, Slack, Telegram, and generic services via two tools: send_message and send_json.

Demo MCP Stateless

Demonstrates the new stateless MCP protocol on a serverless platform, showing how it survives instance death and cold starts unlike the legacy session-based approach.

ADSBiq MCP Server

Official bounded, read-only access to live community-powered aircraft positions and aggregate ADSBiq network statistics.

Upstage MCP Server

一个用于解析文档的模型上下文协议（Model Context Protocol）服务器，它使用 Upstage AI 的文档数字化 API。

Teams MCP

A Model Context Protocol server enabling AI assistants to interact with Microsoft Teams, users, chats, and organizational data via Microsoft Graph APIs.

osrs-mcp

Combines screen vision, RuneLite HTTP API, click coordinates, OSRS Wiki lookups, and Grand Exchange prices to give AI agents eyes and knowledge for playing Old School RuneScape. Enables game state analysis, skill tracking, item/NPC lookup, and interactive automation.

Expense Tracker MCP Server

Enables tracking personal finances with Indian Rupee support, adding expenses, listing transactions, and generating detailed financial summaries with graphs and strategic advice.

MCP MQTT Server

Enables LLM agents to interact with MQTT brokers through publish, subscribe, and query operations. Provides fine-grained topic permissions with wildcard support for secure IoT device communication and sensor data access.

kuma

Zero-setup safety toolkit for AI coding agents with 16 built-in tools for context gathering, safe file editing, validation, and session memory. Features rollback, circuit breaker, sandbox, timeout, and dangerous pattern blocking — no config, no API key, no database required.

garoon-mcp-server

Official local MCP server for Garoon, enabling AI assistants to interact with the Garoon groupware platform through tools like schedule retrieval and user management.

Zoho Projects MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zoho Projects (beta): https://www.cdata.com/download/download.aspx?sku=PZZK-V&type=beta

MCP DuckDuckGo Search Server

为LLM启用与DuckDuckGo搜索功能的集成，支持全面的网络搜索、区域过滤、结果类型和安全浏览，并具有缓存和可自定义的搜索参数。

Pokemon MCP Demo

一个快速的宝可梦演示，用于展示 MCP 服务器、客户端和主机。

WinRemote MCP

The ultimate Windows MCP server for remote desktop control and automation. Control any Windows machine through the Model Context Protocol — perfect for AI agents, Claude Desktop, and OpenClaw integration. Transform your Windows desktop into a powerful, remotely-accessible automation endpoint. Run on the Windows machine you want to control. Built with FastMCP and the Model Context Protocol.

twitterapi-docs-mcp

MCP (Model Context Protocol) server providing offline access to TwitterAPI.io documentation for Claude and other AI assistants.

Motion MCP Server

Bridges Motion's AI-powered calendar and task management API with LLMs via the Model Context Protocol. It enables users to manage tasks, projects, schedules, and custom fields through natural language conversation.

MCP Cortex

用于高级文档和知识图谱处理的 MCP 服务器实现

ol-ops-mcp

Enables secure SSH-based operations on Oracle Linux 8+ hosts through a curated, YAML-defined capability catalog, with typed parameters, two-phase confirmations for mutations, and full audit logging.

AgentCRDT

CRDT-based shared world state for parallel agent sessions — conflict-free merging of facts across concurrent AI agents.

Context Loom

MCP server that integrates with chat tools to provide context from local projects, enabling reviewed and cited prompts.