发现优秀的 MCP 服务器

obsidian-vault-mcp

Read and propose changes to an Obsidian vault through git-apply-able diffs, with a security model that prevents the AI from ever writing to the vault directly.

MCP Python Demo

An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

MSIO

MSIO is an MCP server that gives AI agents tools to interact with Housecall Pro (HCP), enabling job history search, business intelligence, estimate generation, and validated write operations for plumbing company operators.

node-mcp

An MCP server that offers arithmetic operations (addition and division) and current weather data from OpenWeatherMap. It serves as a learning project for building MCP servers with Node.js and TypeScript, supporting both stdio and Streamable HTTP transports.

mailchimp-mcp

MCP server for full Mailchimp management: audiences, tags, segments, campaigns, templates and reporting. Enables creating, sending, scheduling campaigns, managing contacts, and retrieving reports via natural language.

cell-mem

An MCP server that provides AI agents with persistent, multi-layered memory inspired by the human brain, including consolidation, self-reflection, and generative replay.

Trading Analysis MCP Server

A FastAPI-based server that provides a web UI for uploading, processing, and analyzing trading screenshots with automatic trade data extraction and analytics.

OfficeCLI MCP Serverless for Gemini Spark

A stateless MCP server that wraps OfficeCLI to create and edit Microsoft Word documents via AI instructions, outputting Base64 Data URLs for serverless environments like Vercel.

mcp-docs

MCP para crear docs

muro MCP server

The official hosted MCP server for muro.chat, enabling AI agents to manage customer support conversations, send replies, triage tickets, and configure the live chat widget.

logic-pro-mcp

Enables an AI assistant to control Apple Logic Pro DAW including transport, mixing, playhead positioning, MIDI region read/write, and more, via MCP.

League of Legends Stats MCP Server

An MCP Server that provides access to League of Legends statistics via the SportData.io API, allowing agents to query and analyze LoL competitive gaming data.

DB-Performance-MCP

A Python-based MCP server that analyzes PostgreSQL query plans, suggests indexes, and checks pagination safety to help optimize database performance.

veyra-tasks

Task manager for AI agents with projects, priorities, and status tracking. Reads are free, writes require Veyra commit mode.

MTGDecks Metagame MCP Server

Provides Magic: The Gathering deck metagame data from MTGDecks.net via MCP tools, including deck lists, archetypes, and performance metrics.

UI Bridge MCP

Enables AI to inspect and interact with UI elements, supporting control mode for the runner's own UI and SDK mode for external applications.

Color Me Shop

Official remote MCP server for Color Me Shop (GMO Pepabo). Manage orders, products, customers, coupons, and inventory of your online store through natural language.

WebSockets MCP Math Demo

使用持久对象进行状态跟踪的 MCP 客户端/服务器演示

paperclip-mcp

Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, and costs via natural language by exposing Paperclip's REST API as MCP tools.

virtualization-mcp

Enables AI assistants to manage virtual machines, sandboxes, and dev environments through VirtualBox, Hyper-V, and Windows Sandbox, supporting VM lifecycle, ISO downloads, networking, and unattended installs.

mcp-server-template

TypeScript 模型上下文协议 (MCP) 服务器模板

Policy Analyzer API MCP Server

This MCP Server provides a natural language interface to interact with Google's Policy Analyzer API, allowing users to analyze policies and evaluate compliance through conversations.

Hugging Face MCP Server

An MCP server that provides Hugging Face Hub API and Search endpoints through multiple transport protocols (STDIO, SSE, StreamableHTTP, and StreamableHTTPJson), enabling integration with AI model capabilities.

Indian NSE Stock Insights

Public MCP server for Indian stock market analysis covering Nifty 500 stocks with 12 tools (quotes, technical indicators, patterns, screening) across daily, 15-minute, and 5-minute timeframes.

headless-records-mcp

Enables MCP agents to access public SEC Form 4 insider filing data via a local API wrapper, supporting tools for assessing insider activity, checking data freshness, and retrieving filing provenance without providing financial advice.

Crane Hire Cpcs MCP

UK crane hire compliance MCP for CPCS/CISRS/NPORS card verification and BS 7121 lift plans.

Supermemory MCP

An MCP server that enables users to visualize Supermemory document data as an interactive memory graph within MCP-compatible clients like Claude. It provides a dedicated tool to fetch and render data as an interactive widget while keeping API keys secure on the server side.

mcp-server-parfica

MCP server for parfica.com, a Ukrainian-first fragrance encyclopedia. Enables AI assistants to search fragrances, get detailed profiles, and find cheaper similar alternatives via note overlap.

Bancadia MCP

Bancadia MCP lets AI agents query Bancadia's registry of US business deposit account products with structured filters on fees, APY, entity types, integrations, and more. Agents get real account listings and can recommend products for end users' unique business circumstances.