发现优秀的 MCP 服务器

linux-remote-mcp

Enables AI agents to remotely control Linux machines via SSH with 35 tools for session management, file transfer, system administration, Docker, and CTF operations.

MCP Server Starter

A minimal TypeScript starter template for building Model Context Protocol (MCP) servers with auto-loading architecture for tools, resources, and prompts. Includes code generators, dual transport support (stdio/HTTP), and production-ready structure.

memorix

Cross-agent memory bridge for AI coding assistants. Persistent knowledge graph shared across 10 IDEs (Cursor, Windsurf, Claude Code, Codex, Copilot, Kiro, Antigravity, OpenCode, Trae, Gemini CLI) via MCP. 22 tools including team collaboration, auto-cleanup, mini-skills, session management, and workspace sync. 100% local, zero API keys required.

HighLevel MCP Server

Multi-account HighLevel CRM MCP server with OAuth integration for managing 30+ sub-accounts through a unified interface.

Alberta Tax Agent

An MCP server delivering Alberta tax accounting and law expertise, with 47 tools across 10 domains including corporate tax, GST/HST, payroll, and a self-learning layer for dynamic rate and rule updates.

FlightRadar MCP Server

一个模型上下文协议 (MCP) 服务器，它使用 AviationStack API 提供实时航班跟踪和状态信息。 Or, a slightly more formal translation: 一个模型上下文协议 (MCP) 服务器，利用 AviationStack API 提供实时航班追踪和状态信息。

curl mcp

A Multi-modal Conversation Protocol (MCP) server that enables interacting with web APIs through a curl-like interface, providing access to various websites and APIs with user authentication and response transformations.

SSM MCP Server

Model Context Protocol server providing access to Cloudera Streams Messaging Manager (SMM) with support for both standalone and CDP deployments. Enables cluster, broker, and topic management through Claude Desktop.

FRED MCP Server

Provides access to over 800,000 economic time series from the Federal Reserve Bank of St. Louis, including data on GDP, inflation, and employment. It enables users to search for, retrieve, and analyze various economic indicators and state-level statistics.

Cloud ALM MCP

Enables local or HTTP-based MCP interactions with a mock SAP Cloud ALM environment, enforcing read/write capability separation and fail-closed security policies for future SAP Cloud ALM connectivity.

searxng-http-mcp

Self-contained SearXNG MCP server in Docker. Aggregates 200+ search engines across 30+ categories with multi-page fanout, autocomplete, and engine discovery. Dual transport (HTTP + stdio), API key auth, and built-in Web UI reverse proxy.

Cloud Tasks MCP Server

通过自然语言与 Google Cloud Tasks 队列和任务进行交互，允许用户通过 Claude Desktop 列出、管理、暂停/恢复队列以及处理任务。

mcp-dalpralab

Enables AI assistants to query DalPraLab's SEO/GEO consulting services, prices, case studies, availability, and submit audit requests directly from MCP clients.

Threadminder MCP

A persistent context layer for Claude that automatically remembers project status, decisions, and next actions across sessions, eliminating the need to re-explain context.

Roblox AI Skills

Bridges coding agents with Roblox Studio, enabling inspection, generation, editing, and validation of Roblox places through natural language.

Office Whisperer

Enables creation and manipulation of Microsoft Office files (Excel, Word, PowerPoint) through natural language commands. Supports generating spreadsheets with formulas and charts, formatted documents with tables, and presentations with various layouts without requiring Office installation.

Lore MCP Server

Enables LLM agents to query a codebase's structural knowledge (symbols, imports, call graphs, etc.) via MCP, reducing tokens and improving correctness compared to raw file access.

mcp-skillbox

An MCP server that aggregates agent skills from skills.sh and GitHub repositories, exposing list_skills, search_skills, and load_skill tools for context-efficient skill discovery and on-demand loading.

mmxomni

Model Context Protocol server exposing MiniMax's image, speech, music, and video generation APIs as MCP tools for use with any MCP-aware host.

Toxy Insecure MCP Lab

An intentionally vulnerable MCP server for security education, demonstrating flaws like missing auth, SSRF, SQLi, and file system abuse.

Excel MCP

Enables AI clients to read, write, and manage Excel workbooks (.xlsx/.xlsm) directly via openpyxl, with comprehensive tools for data, formatting, formulas, charts, and more.

PatternFly MCP Server

Provides access to PatternFly React documentation, development rules, and component schemas through MCP tools, enabling AI assistants to help developers build applications with PatternFly components following best practices.

AppleScript MCP Server

A Model Context Protocol server that enables running AppleScript code to interact with Mac applications and system features including Notes, Calendar, Contacts, Messages, file management, and more.

IBM Cloud Object Storage MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for IBM Cloud Object Storage (beta): https://www.cdata.com/download/download.aspx?sku=GMZK-V&type=beta

Copilot MCP Server

Integrates GitHub Copilot with MCP-compatible tools to provide AI-powered code assistance, including chat, code explanation, and reviews. It leverages existing GitHub CLI authentication to support multiple models like GPT-4o and Claude 3.5 Sonnet.

Gemini Image MCP

An MCP server for generating and editing images with Google's Gemini image models, exposing a single tool that AI assistants can call to create or edit images using your own API key.

Titan Rotation MCP

Provides AI assistants with Titan SDK knowledge, verified spell IDs, and a Lua validator to generate combat rotations for any World of Warcraft class and specialization from a single prompt.

Maximo MCP Server

An API server that enables interaction with IBM Maximo resources like Assets and Work Orders, providing tool functions to retrieve and list asset information.

Liminate Authoring MCP

Helps AI agents author, validate, explain, draft, and test Liminate Agreements locally, with an optional API for translating compliance documents into Agreement drafts.

gurbani-mcp

A local self-hosted MCP server for searching and verifying Gurmukhi quotes from Sri Guru Granth Sahib, offering keyword search, authenticity verification, and text guarding via an MCP or HTTP API.