发现优秀的 MCP 服务器

Fetch MCP Server

Enables LLMs to fetch and extract web page content as markdown, supporting chunked reading via start_index.

jaeger-mcp

Read-only MCP server for querying Jaeger environments from Codex, returning compact, sanitized trace summaries to protect sensitive data.

mcp-openmediavault

Enables AI assistants to monitor and manage OpenMediaVault NAS systems by providing access to storage, network shares, user accounts, and system services. It supports OMV 5 and 6 via the JSON-RPC API for comprehensive hardware and configuration oversight through natural language.

travala-mcp

Remote MCP server for searching, booking, paying, and canceling hotel stays via Travala, with USDC payment through Algorand x402.

codemap

Auto-generates and refreshes a budget-bounded codebase map inside AGENTS.md for MCP-enabled coding agents, with tools to return, update, and check the map.

Satellite Tracking MCP Server

Provides access to real-time satellite tracking data using the N2YO API, enabling users to get satellite positions, predict visible passes, search satellites by name or category, and retrieve TLE orbital data.

Ultimate-MCP-Server

Provides a suite of tools like agent orchestration and token optimization for Claude

Chrome MCP Server

An extension-based MCP server that enables AI assistants to control your browser, leveraging existing sessions and login states for automation and content analysis. It provides over 20 tools for semantic tab search, interactive element manipulation, and network monitoring directly within your daily Chrome environment.

Gmail AutoAuth MCP Server

Enables AI assistants to manage Gmail through natural language, supporting operations like sending, searching, and reading emails. It includes comprehensive label management, batch processing, and a streamlined OAuth2 auto-authentication flow.

MCP Selenium Server

A Model Context Protocol server implementation that enables browser automation through standardized MCP clients, supporting features like navigation, element interaction, and screenshots across Chrome, Firefox, and Edge browsers.

Aviation Weather MCP Server

Provides access to aviation weather data from aviationweather.gov, enabling LLMs to fetch and analyze METAR, TAF, PIREPs, AIRMETs, and other aviation weather information.

PCQ

Python library for agent-operable experiment evidence and control. Bring any training code

code-cache-mcp

A persistent, tree-sitter-backed code knowledge cache MCP server that reduces token usage by storing parsed structure and enabling fast symbol lookup, inheritance graph, call graph, and semantic search.

CodeSynapse

一个 MCP（模型上下文协议）服务器，它与语言服务器协议（LSP）集成，以便将代码库中丰富的语义信息暴露给 LLM 代码代理。

LLX Agent MCP Implementation

A minimal MCP server with a sample search_news skill that demonstrates how Claude Code can automatically call a skill over the MCP protocol.

DuckDuckGo MCP Server

A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. This appears to be a starter template rather than a fully functional DuckDuckGo integration.

Wind MCP

Provides AI assistants with direct access to Wind Financial Terminal data, including market data, fundamentals, screening, macro economics, and portfolio management through 23 tools and a resource.

code-to-tree

code-to-tree

@mob999/cube_mcp

Provides AI assistants with semantic layer visibility and multi-dimensional querying capabilities over Cube.js data.

paperless-mcp

Enables interaction with a paperless-ngx document management system through MCP tools, allowing document search, retrieval, upload, and metadata management via natural language.

Apache Zeppelin MCP Server

Enables LLM agents to interact with Apache Zeppelin notebooks via the Zeppelin REST API, supporting operations like listing, searching, editing, and running notebooks.

iMessage MCP

Read-only MCP server for local macOS Messages database, enabling querying of chats, messages, attachments, and metadata.

Graphiti FastMCP Server

A temporally-aware knowledge graph MCP server for AI agents, enabling episodic ingestion, entity management, and semantic search with support for multiple LLM and embedding providers.

SEI-MCP

Enables automation of the SEI! (Sistema Eletrônico de Informações) system via Claude Code, supporting login, process search, document download/creation/signing, and forwarding through natural language commands.

AOSP Platform Builder MCP

Connects to a GCP-hosted AOSP build VM via IAP tunnel, uploads APKs as privileged system apps, and builds system.img.

AI MCP Portal

aimcp 的门户网站 (aimcp de mén hù wǎng zhàn)

A2A MCP Server

A centralized server that tracks and manages connected agents, providing a web interface to monitor their status while enabling agent communication through a central point.

EPICS MCP Server

A Python-based server that interacts with EPICS process variables, allowing users to retrieve PV values, set PV values, and fetch detailed information about PVs through a standardized interface.

react-perf-mcp

An MCP server that runs parallel AI agents to analyze React components for performance issues, including unnecessary re-renders, memoization errors, bundle size problems, and profiling concerns.

oci-documentation-mcp-server

Enables searching and reading OCI documentation using the Oracle Help Center Search API. Provides tools for finding relevant documentation URLs and reading page content.