发现优秀的 MCP 服务器

Mattermost MCP Server

This server enables interaction with Mattermost workspaces to manage channels, messages, threads, and user profiles via the Mattermost REST API. It provides a comprehensive suite of tools for reading channel history, posting messages, and managing reactions within a trusted environment.

Onyx Documentation MCP Server

Provides AI systems with access to Onyx programming language documentation through web crawling and intelligent search capabilities.

Kaggle-MCP

通过模型上下文协议将 Claude AI 连接到 Kaggle API，从而可以通过 AI 界面进行竞赛、数据集和内核操作。

@halfords-pro/calculator

Provides precise decimal arithmetic and Excel-style rounding for accounting and tax calculations via MCP protocol.

MCP Google Analytics 4 Server

A comprehensive integration for Google Analytics 4 providing 54 tools for advanced reporting, configuration management, and compliance. It enables AI platforms to interact with GA4 data, manage properties, and automate business intelligence through the Model Context Protocol.

tmdb-media

Provides tools for AI clients to scan, match, and scrape TMDB metadata for local media files, with safe sidecar writing or full Jellyfin-style reorganization including file renaming and NFO generation.

fluxlora-mcp

An MCP server that lets users and autonomous agents generate high-quality images in a chosen artistic style by automatically discovering and applying open-source LoRA models.

agente-ecommerce-mcp-memoria

An MCP server that exposes a LangChain agent with short-term memory to analyze real e-commerce data through predefined SQL tools, enabling natural language queries on sales, customers, and logistics.

JIT Tool Synthesis

Enables on-demand generation of TypeScript tools using an LLM with human-in-the-loop approval and safe sandboxed execution. It allows users to create and persist custom functionality through natural language requests.

Tavily MCP Server

Provides AI assistants with real-time web search capabilities and intelligent data extraction from web pages through Tavily's advanced search API.

DesktopCommanderPy

A Python MCP server that provides controlled access to local filesystem, terminal, processes, and SAP HANA Cloud, enabling Claude to interact with your machine and databases securely.

gdt-api-gateway

腾讯广点通API网关服务，通过MCP工具调用广点通报表、账户等核心接口，支持安全认证和参数修复。

companies-house-mcp

Provides access to UK Companies House public data, enabling search and retrieval of company profiles, officers, filing history, and more through natural language queries.

no_human

From ticket to reviewed pull request, on your own machine

cawskills-mcp

skills for claw services and msp

mcp-suite

A production-grade TypeScript MCP server that provides AI agents with structured access to real-world data across financial markets, Web3/DeFi, developer tools, and healthcare domains. It features built-in authentication, domain isolation, caching, and rate limiting for reliable API integrations.

ssh-chat-mcp

Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP sessions to remote hosts, run commands, and upload/download files without holding any pre-baked credentials.

claw-server

Enables a Copilot Studio agent to operate a dedicated, disposable Windows VM by running commands, PowerShell scripts, file operations, and background jobs over authenticated HTTPS.

OmniArchive-MCP

A local daemon that lets AI agents archive web pages to the Wayback Machine in the background, avoiding slow API calls and rate limits.

mcp-crm

Enables MCP clients to access a CRM over stdio, with Microsoft Entra device-code sign-in so queries run as the signed-in user, and tools to start/check login and search CRM accounts.

rock-mcp

Documentation crawler MCP server that crawls and indexes documentation sites so that any MCP-compatible AI can search, read, and expand on the content.

jira-mcp

MCP server for Jira Cloud enabling issue tracking, comments, transitions, and attachments management through natural language.

mcp-docs-ask

Local RAG MCP server for documentation that indexes markdown repos (local paths or git URLs) and provides retrieval-only tools (ask_docs, list_docs, reindex) returning grounded passages and citations for the MCP host to synthesize answers.

Webustler

Enables clean, LLM-ready markdown extraction from any URL with automatic anti-bot bypass.

IndianRailwaysMCP

Enables AI assistants to query real-time Indian Railways data including train schedules, live status, PNR status, seat availability, fares, and coach positions via the Model Context Protocol.

crosswalk-mcp

An AI-native career copilot that enables job discovery, fit scoring, and application tailoring through natural language, running locally with zero API keys.

token-saver-mcp

Automatically reduces token usage in Claude Code sessions using algorithmic optimizations like code compression, smart file reading, output summarization, and prompt rewriting, with no extra API calls or cost.

Vensim MCP

Converts structured system dynamics specifications into Vensim .mdl files with layout, SVG preview, static audit, and native Vensim integration. It can be used as an MCP server or from the command line.

Modal MCP Server

一个 MCP 服务器，使 AI 代理能够与 Modal 交互，允许它们在无服务器云环境中部署应用程序和运行函数。

crypto-intel-mcp

Provides crypto market intelligence including price quotes, momentum analysis, trending coins, and a composite scored verdict, using the free CoinGecko API.