发现优秀的 MCP 服务器

MCP Web Tutorial 🚀

一个交互式网络教程，用于学习如何构建 MCP（模型上下文协议）服务器。这个教育性网站提供逐步指导，帮助您实现和理解 MCP 服务器。

agentfetch

An open-source web retrieval MCP server that fetches, crawls, and searches the web, returning clean markdown for AI agents. It integrates with Claude MCP, LangChain, and other frameworks for agentic web access.

rsi-search-pro-mcp

A meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.

@icjia/plausible-mcp

Enables querying a self-hosted Plausible Analytics instance to retrieve compressed analytics data such as overview stats, top pages, traffic sources, and trends, with computed deltas and human-readable filters.

LinkedIn Poster

Enables ChatGPT and Claude Desktop to post text content directly to your LinkedIn profile using the official LinkedIn UGC Posts API with OAuth 2.0 authentication.

Paper Search MCP

Enables searching and downloading academic papers from multiple sources including arXiv, PubMed, bioRxiv, Google Scholar, and Semantic Scholar. Provides standardized tools compatible with OpenAI Deep Research and ChatGPT connectors.

agent-readiness-auditor

Scans a website to score its compatibility and safety for AI agents, and exposes an audit tool via the Model Context Protocol.

LocalMind

LocalMind 是一个本地 LLM 聊天应用，完全兼容模型上下文协议 (Model Context Protocol)。它使用 Azure OpenAI 作为 LLM 后端，并且你可以将其连接到所有 MCP 服务器。

MCP Oracle Server

A Model Context Protocol server that enables Claude to access and interact with Oracle databases through natural language queries.

mcp-kubevela

Enables AI assistants to query and manage KubeVela application delivery: check application status, trigger deployments, track workflows, manage addons, and more.

numguard

Verify a number before an agent asserts it — a Deflated Sharpe Ratio for backtest, plus eval-gap, subset-win, and judge-bias checks, with signed receipts anyone can verify offline.

runbook-workflows

MCP server for authoring, validating, simulating, and publishing workflows for the Runbook workflow engine, including branch and run management.

AtliQ HR Assist

An AI-powered HR assistant that automates employee management, leave handling, ticket creation, meeting scheduling, and email notifications through natural language conversations using the Model Context Protocol.

MCP Xcode Server

An MCP server that provides tools for programmatically interacting with Xcode projects, enabling users to manage targets, schemes, and files. It supports essential development tasks including building, testing, and cleaning projects through the Xcode command-line tools.

gong-mcp

MCP server for interacting with Gong's sales engagement platform, enabling access to call recordings, analytics, and CRM data.

ContextFlux

Task-adaptive repository context for coding agents, enabling budgeted evidence retrieval without API keys or network calls.

Personal Google MCP Server

Gives Claude read/write access to your own Gmail, Google Docs, Google Sheets, and Google Tasks via a tiny always-on web service.

winrm-mcp

MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/CMD execution, file transfer, reboot, and KDNET debug configuration, typically paired with kd-mcp.

Semrush MCP Server

Provides AI assistants with access to Semrush SEO API functionality including domain analytics, keyword research, backlink analysis, and competitor insights.

vn-autocad-claude

Enables Claude to control AutoCAD—draw, edit, query, layers, blocks, annotations, screenshots, plot to PDF—using plain language.

Trello MCP Server

Enables interaction with Trello through the Trello API, allowing users to manage boards, lists, and cards including creating, updating, deleting, and retrieving Trello data through natural language.

Dataverse MCP Server

Enables comprehensive Microsoft Dataverse schema management through the Dataverse Web API, supporting table/column operations, relationships, security roles, and PowerPages integration with enterprise-grade solution-based architecture.

Extended Mind

A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible AI access to the same personal context via two tools: context_get and context_log.

KCC MCP Server

Enables AI assistants to contribute to Google Cloud Platform's k8s-config-connector by adding fields to resources, migrating from Terraform to direct controller architecture, and creating properly attributed commits.

Expense Tracker MCP Server

Enables AI assistants to track, query, summarize, and delete personal expenses stored in a local SQLite database via natural language.

Model Context Protocol Server

模型上下文协议 (MCP) 的代理服务器

Docker MCP Server

An MCP server that enables AI assistants to manage Docker containers, images, networks, and volumes through a standardized interface. It supports comprehensive operations like container lifecycle management and image pulling while ensuring correct handling of command and environment variable arrays.

obsidian-autom8

Enables AI agents to remotely access and interact with Obsidian vaults via MCP, supporting note operations, tag management, graph queries, and command execution.

Pybricks RAG Assistant

Enables beginner-friendly Python and Pybricks development support through RAG-powered tools that search official documentation, suggest code snippets, and provide version-aware guidance for LEGO robotics programming.

mcp-database

MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) enabling SQL queries, table exploration, and Redis key-value operations.