发现优秀的 MCP 服务器

DevTools MCP Server

Enables LLM clients to fetch web pages as clean text, tail local logs, search the live web via DuckDuckGo, and run read-only SQL queries against SQLite or Postgres/Supabase.

Oracle MCP Server

A Model Context Protocol server that provides contextual Oracle database schema information, enabling AI assistants to understand and work with large databases containing thousands of tables.

Canvas-MCP

Render hierarchical system diagrams as PNGs from YAML definitions using a four-level ontology of networks, factories, machines, and nodes.

mastodon-mcp

A Mastodon client MCP server providing full webapp and agent automation for the Fediverse, with human-approved outbox for promotion drafts and comprehensive MCP tools for timeline, posting, and account management.

cozi-calendar-chatgpt

Read-only MCP server that lets ChatGPT query a live Cozi family calendar via its iCalendar feed, exposing tools for events, conflicts, and availability.

synapse-mcp

A Model Context Protocol (MCP) server that enables AI agent access to Synapse entities such as Datasets, Projects, Folders, Files, Tables, and more.

DevRev MCP server

Enables searching, retrieving, creating, and updating issues and tickets in DevRev using natural language.

mcp-outline

Enables Claude Code to search and retrieve documents from an Outline knowledge base.

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.

Framer Bridge MCP

Connects IDEs to the Framer and Framer Motion ecosystem by providing animation snippets and React component scaffolding. It enables users to generate high-fidelity UI effects and code-ready components compatible with Framer's property controls.

smplkit MCP Server

Enables AI agents to create, run, and monitor scheduled HTTP jobs on the smplkit platform via natural language commands.

Kroma MCP

A stateless MCP server for UI/UX design inspiration, live component discovery, and modern web micro-effects, resolving queries in real time via the Serper API.

Sicredi MCP

Connects Sicredi accounts to AI assistants via Open Finance Brasil for read-only queries on balances, statements, card bills, and investments.

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.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to perform web searches and retrieve information from the internet through natural language queries.

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.

vessel-tracking

MCP server for live ship tracking via AIS data. Provides tools to get vessels in an area, live position by MMSI, and AIS coverage checks.

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。

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.

no_human

From ticket to reviewed pull request, on your own machine

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.

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.