发现优秀的 MCP 服务器

git-perf

MCP server for git-perf, a Git performance/review ledger. Enables agents to record and query performance review data via REST and MCP, with a web interface.

engram-rs

Persistent memory for AI agents — organized by time and space. Important memories get promoted, noise decays naturally, and related knowledge clusters into a browsable topic tree. Fully automatic.

Alby MCP Server

Connects a Bitcoin Lightning wallet to your LLM using Nostr Wallet Connect, enabling payments and interactions with Lightning Network features.

MultiViewer

An MCP server for agents to control MultiViewer, the best way to watch motorsports. Works locally or remotely.

LND MCP Server

一个使用自然语言查询闪电网络 (LND) 节点数据的模型上下文协议 (MCP)。 (Alternatively, depending on the specific context and intended audience, you could also translate it as:) 用于使用自然语言查询闪电网络 (LND) 节点数据的模型上下文协议 (MCP)。

Nexus Leads AI — MCP Bridge

Remote MCP server that connects Nexus Leads AI to MCP-compatible clients, enabling read-only operations on leads, tasks, proposals, and more, plus controlled test scenarios, secured via GitHub OAuth.

SchedulifyX MCP Bridge

Stages local images and videos into SchedulifyX by uploading files out-of-band and returning media IDs, enabling scheduling without passing bytes through the AI context.

SHAFT MCP

Enables Claude Desktop to perform web automation tasks using the SHAFT Engine, including browser control, element interaction, AI-enhanced detection, and test reporting.

mcp-server-thingpark

An MCP server that enables AI assistants to manage LoRaWAN devices on Actility ThingPark, allowing device listing, details, and downlink command sending via natural language.

h1b-mcp

An MCP server that enables users to query H1B visa sponsorship data, approval rates, and top roles using public Department of Labor records. It provides tools for looking up company-specific stats and filtering sponsors by job title, city, or state.

Email Sending MCP

一个简单的 MCP (可能是指 Mod Configuration Panel 或其他缩写，请根据上下文确认) 服务器，它允许用户使用 Resend 的 API 发送电子邮件，并与 Cursor 和 Claude Desktop 等工具集成，实现无缝的邮件撰写和发送。 (Alternatively, if MCP refers to something else, please provide more context so I can provide a more accurate translation.)

yangmap-mcp

Provides search and detail tools for YANG paths across network vendor models (Nokia, Cisco, Arista), enabling models to find correct gNMI paths without guessing. The server is offline and does not connect to any devices.

Senechal MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它从 Senechal API 提供健康数据给大型语言模型（LLM）应用程序，使 AI 助手能够访问、分析和响应个人健康信息。

MCP Chain

A composable middleware framework for building MCP server chains that enables the creation of transparent proxies to transform requests and responses. It allows users to add cross-cutting concerns like authentication, logging, and AI-driven orchestration to existing MCP servers.

GRACE Orchestrator MCP

MCP server orchestrating local multi-agent workflows with gated lifecycle, handoff events, and host-level continuation.

Humane MCP

Provides memory and orchestration capabilities to reduce AI waste, enabling recall before re-deriving and parallel task dispatch for any model.

Jazz MCP Server

Enables AI assistants to create, read, update, and delete data in local-first apps built with the Jazz framework, with support for sync, auth, and rich data types.

Remote MCP Server (Authless)

A Cloudflare Workers-based MCP server that requires no authentication, enabling remote tool execution and integration with AI Playground and Claude Desktop.

visual-image-search-mcp

An MCP server that searches the web for images, creates a numbered contact sheet for visual selection, and downloads the chosen images with provenance metadata. Works without an API key.

common-standards-mcp

A read-only MCP server for querying U.S. K-12 academic standards via the Common Standards Project API.

SAP HANA XS Advanced 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 SAP HANA XS Advanced (beta): https://www.cdata.com/download/download.aspx?sku=HHZK-V&type=beta

feishu-mcp-server

飞书多维表格 (Fēishū duōwéi biǎogé)

Zoo Animals MCP Server

Provides tools to get random zoo animals, search by name, and filter by type, returning detailed information including physical characteristics, habitat, diet, and images.

Google Docs + Gmail MCP Server

Integrates with Google Docs and Gmail for AI-driven document editing and email drafting, featuring human-in-the-loop approval.

ActivityWatch MCP Server

Enables LLM agents to query and analyze ActivityWatch time tracking data, including window activity, web browsing, and category management with natural language time periods and automatic data aggregation.

MCP Server - Test Migration (WDIO to Playwright)

Enables migration of test automation projects from WebDriverIO to Playwright using AST-based transformations. Provides tools for analyzing tests, converting syntax, refactoring to Page Object Model, and generating migration reports.

mcp-server-duckdb

镜子 (jìng zi)

Ummon

软件工程的语义层：将代码与意义连接，在理解的基础上构建。

SimpleTgChatMcp

Enables Claude to send messages, media, and manage Telegram chat messages through a Telegram bot, including sending photos, documents, and editing or deleting messages.