发现优秀的 MCP 服务器

Cisco SD-WAN MCP Server

Enables natural language automation of Cisco SD-WAN vManage, including device management, template deployment, policy configuration, monitoring, and software upgrades.

Engram Memory MCP

Combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp

Japanese Weather MCP Server

A Model Context Protocol (MCP) server that provides access to Japanese weather forecasts using the weather.tsukumijima.net API.

docctx

Local-first context retrieval engine that serves precise documentation chunks to coding agents via MCP, ensuring high-confidence context for code generation.

Unity MCP Integration

一个服务器，使人工智能助手能够实时理解并与 Unity 项目交互，提供对场景层级结构、项目设置的访问，并能够直接在 Unity 编辑器中执行代码。

Base64 Streaming MCP Server

Provides real-time screen capture streaming in base64 format via WebSocket connections, enabling Claude to view and analyze user screens through natural language requests.

XAPIHub MCP Extension

Integrates XAPIHub API services with the Cursor IDE to enable user authentication, real-time data fetching, and connection diagnostics. It allows developers to interact with their XAPIHub organization and manage user details directly through natural language commands.

Claude Persistent Memory

Gives Claude Code long-term memory that persists across sessions via hybrid BM25 and vector semantic search, with multi-project isolation.

Data Labeling MCP Server

An MCP Server that enables interaction with Google's Data Labeling API, allowing users to manage datasets, annotations, and labeling tasks through natural language commands.

Amazon Rainforest Travel Guide

An AI-powered travel assistant connected to Claude via MCP that helps users plan Amazon Rainforest trips by providing directions, hotel recommendations, adventure spots, cultural sites, and travel precautions.

Echo Hello MCP Server

A simple MCP server sample that provides a greeting tool which echoes back a personalized Japanese greeting message. Demonstrates basic MCP server implementation using FastMCP framework.

opencode-chatgpt-bridge

A local MCP bridge that lets ChatGPT control opencode sessions for code modification, file reading, and repository management on your own computer.

Stock Valuation MCP Server

Provides professional-grade financial analysis tools for Thai stock markets, including PE Band Analysis, DDM, DCF valuation models, real-time SET Watch API data, complete financial statements, and historical ratio analysis with investment recommendations.

UK Due Diligence

UK due diligence MCP server — Companies House, corporate research, compliance checks

GitHub Repos Manager MCP Server

GitHub Repos Manager MCP Server

Competitor Tracker

Competitor Tracker & Co. watches your competitors' websites and reports what changed: pricing, product, messaging and corporate moves, crawled weekly and filed as a tagged, ranked report. This server gives your agent the same intelligence: subscribe to competitors, read the change feed, and pull page snapshots.

io.github.svnscha/mcp-windbg

Bridges AI models with WinDbg for crash dump analysis and remote debugging.

Illustrator MCP

An MCP server that lets AI assistants like Claude control Adobe Illustrator through natural language by executing ExtendScript code and providing document state inspection.

protolint-mcp

protolint-mcp

Samotpravil MCP

MCP server wrapping Samotpravil API documentation, providing tools to search for methods, parameters, and examples, with optional proxy to the live API.

Aptos MCP

Aptos MCP is a comprehensive Model Context Protocol (MCP) server implementation for the Aptos blockchain, compatible with MCP clients like Claude Desktop or Cursor.ai. It provides a complete DeFi toolkit covering major Aptos protocols including pool discovery, lending, DEX operations, perpetual trading, liquid staking, and cross-protocol portfolio management.

brave-devtools

MCP server that lets AI coding assistants control and inspect a live Brave browser using DevTools for automation, debugging, and performance analysis.

honeybook-mcp

A Model Context Protocol server that connects Claude to the HoneyBook client portal, giving you natural-language access to contracts and invoices sent by your wedding vendors.

Data X-Ray MCP Server

Enables Claude to search, retrieve, and analyze indexed files with sensitivity classifications and automatic redaction of sensitive information.

MCP-Secrets-Vault

Enables AI agents and MCP clients to securely store, retrieve, and manage encrypted credentials without hardcoding API keys.

mcp-sondehub

一个用于 SondeHub API 的 MCP 服务器，主要用于 MCP 实验。

Reddit MCP Server

Access Reddit content (posts, comments, subreddit info) directly in Claude without API keys.

Ceph MCP Server

A Model Context Protocol server that enables AI assistants to interact with Ceph storage clusters through natural language, making storage management more accessible and intuitive.

MCP Presidio Server

Enables anonymization and deanonymization of sensitive data in text using Microsoft Presidio. Supports session-based storage to reversibly replace sensitive information like passwords and secrets with placeholder tokens.

Databricks MCP Genie

Enables AI assistants to interact with Databricks workspaces through natural language, supporting SQL queries, cluster management, jobs, Genie AI, Unity Catalog, and more.