发现优秀的 MCP 服务器

XFMS

Enables users to select the optimal LLM for their specific task by aggregating benchmark data and user intent, returning a ranked shortlist with plain-English rationale.

Web Search MCP Server

Enables comprehensive web searching and content extraction using multiple search engines (Bing, Brave, DuckDuckGo) without API keys. Provides tools for full web searches with content extraction, quick search summaries, and single webpage content retrieval.

Git Worktrees for ZCode

Manages isolated Git worktrees for each ZCode thread, enabling safe parallel development with automatic setup, snapshot-based removal, PR review, and background agent orchestration.

google-calendar-mcp-app

Provides a comprehensive suite of Google Calendar tools featuring 15 interactive UI screens for managing schedules, creating events, and visualizing availability directly within AI chat interfaces. It enables users to interact with their calendar through visual components like heatmaps, event forms, and multi-view calendar grids.

Meraki MCP Server

Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless integration of Meraki network management capabilities within an AI assistant's conversational interface.

Digitakt MIDI MCP Server

Enables control of the Elektron Digitakt II drum machine through MIDI commands. Supports triggering drum sounds, adjusting parameters, switching patterns, and sending note sequences programmatically.

Image Search MCP

MCP server for searching and retrieving stock images from Unsplash, Pexels, and Pixabay, with support for concurrent searches, normalized metadata, and image downloads.

AtomGit MCP Server

A Model Context Protocol server that enables AI to manage AtomGit open source collaboration platform resources including repositories, issues, pull requests, branches, and labels.

DuckDuckGo MCP Server

A basic MCP server built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Supports both stdio and HTTP transports with Docker deployment capabilities.

google-workspace-mcp-server

Enables AI agents to send Gmail messages and append content to Google Docs using the Model Context Protocol.

MCP Demo Server

A stateless HTTP streaming MCP server built with Express that provides tools to read resource files (widgetResource.md and pageResource.md) and demonstrates the HTTP Streaming Transport protocol implementation.

Escalidrau MCP Server

MCP server for Escalidrau, a collaborative macOS whiteboard. Lets AI agents read, draw, edit, rearrange, and export diagrams on a shared canvas in real time.

Platform-MCP

An internal MCP server providing Database (SQL execution) and Server (Linux SSH/SFTP) skills with 11 tools, enabling remote execution, risk control, and full audit via Claude Code or other clients.

Cloud DLP API MCP Server

An MCP Server that enables interaction with Google Cloud's Data Loss Prevention (DLP) API, allowing users to discover, classify, and protect sensitive data through natural language commands.

MCP Actual

An MCP server for Actual Budget that connects to your Actual sync server, opens one budget file, and exposes it to MCP clients over streamable HTTP or stdio.

Getting Started with Remote MCP Servers using Azure Functions (Python)

MCP 服务器示例旅行伙伴应用，托管于 Azure 容器应用上的 Azure Functions 和 MCP 扩展。 (MCP fúwùqì shìlì lǚxíng huǒbàn yìngyòng, tuōguǎn yú Azure róngqì yìngyòng shàng de Azure Functions hé MCP kuòzhǎn.)

mcp-ons-uk

Provides tools to list, retrieve metadata, editions, latest observations, and time series from the UK Office for National Statistics (ONS) datasets.

grok-mcp

Integrates Grok AI into Claude Code to enable real-time X/Twitter search and deep analysis of social media links. It supports a dual-mode architecture featuring a browser-based free mode for SuperGrok subscribers and a cost-controlled API mode.

Plane MCP Server

一个 MCP 服务器，使 AI 助手能够与 Plane 项目管理平台交互，允许它们通过结构化的 API 管理工作区、项目、问题和评论。

Storywright MCP

A multi-agent book-writing MCP server that manages a guarded chapter pipeline (writer → editor → third-pass agents → approve) with project planning, continuity tracking, and export/diff helpers.

ezbookkeeping-mcp-server

MCP server for the ezBookkeeping HTTP API, enabling read and write access to transactions, accounts, categories, tags, templates, analytics, and exchange rates via natural language.

Connect MCP

An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, search notes, and run Dataview queries in your vault.

MCP Server Basic Example

A basic implementation of a Model Context Protocol server that demonstrates core functionality with simple math tools (add, subtract) and greeting resources for AI assistants like Claude.

karmada-mcp-server

为 Karmada 准备的 MCP 服务器

Dune Analytics MCP Server

Enables AI agents to query and analyze blockchain data from Dune Analytics, supporting execution of saved queries, ad-hoc DuneSQL queries, and access to cached results with parameter support.

nyc-property-intel

MCP server for NYC real estate due diligence. Lets Claude query 22+ NYC public-record databases — DOB/HPD/ECB violations, ACRIS deeds, DOF sales, 311 complaints, FDNY incidents, NYPD complaints, marshal evictions, PLUTO, rent stabilization — in plain English.

Python_Scripts_MCP

MCP server that exposes local Python scripts as tools for AI clients (e.g. Claude Desktop), enabling directory tree generation, Excel-to-text conversion, Python code extraction, and text file merging.

io.github.lsmman/fetchive

MCP server for extracting links from text dumps, checking duplicates, extracting YouTube transcripts (with fallbacks including speech-to-text), and preparing workspace-ready page payloads for your note-taking or saving tools. It does not write to your workspace; it hands off prepared content to your existing tools.

mcp-rust-agent

一个基于 Rust 的 MCP 服务器和客户端实现，演示了各种工具的集成，以提供 LLM 辅助功能。