发现优秀的 MCP 服务器

paperscraper-MCP-Server

一个用于 paperscraper 的 MCP 服务器：该工具用于从 PubMed、arXiv、medRxiv、bioRxiv 和 chemRxiv 抓取出版物元数据。

AI Customer Support Agent

An MCP-compatible server providing tools for retrieving order statuses, searching knowledge bases, and managing support tickets. It facilitates automated customer service interactions by exposing internal CRM and database functions through a JSON-RPC interface.

gh-mcp

Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.

Ramp MCP Server

A Model Context Protocol server that enables LLMs to interact with Ramp's financial data by retrieving, analyzing, and running tasks through Ramp's Developer API, using an in-memory SQLite database to overcome token limitations.

LLM Jukebox

Enables LLMs to search YouTube for music, download videos as MP3 files, and play audio with playback controls.

Jij MCP Server

A server that provides tools and utilities to support the implementation of Jij Modeling, featuring easy configuration and an extensible architecture for custom modeling workflows.

Rossum MCP Server

A Model Context Protocol server that provides AI agents with read-only access to Rossum API resources (queues, schemas, hooks, workspaces) for analysis purposes.

MCP Server

A FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.

Azure Data Explorer MCP Server

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nf-core MCP Server

使用户能够管理和浏览 nf-core 生物信息学流程仓库，允许对流程配置、工作流程和模块执行列表、搜索和探索操作。

Floyd

Scheduling and booking engine for AI agents. Check availability, hold slots, and confirm appointments with two-phase booking and conflict-free resource management.

YNAB MCP Server

Enables users to manage budgets, accounts, categories, and transactions on You Need A Budget (YNAB) through Claude. It supports both core daily budget management and extended operations like bulk transaction creation and historical trend analysis.

ProxmoxMCP-Plus

An enhanced Python-based MCP server that enables complete VM lifecycle management and monitoring of Proxmox virtualization platforms through natural language, with 11 REST API endpoints for seamless integration.

Discord MCP Server

A comprehensive Model Context Protocol server that enables interaction with Discord for channel management, message searching, and automated communication. It features enterprise-grade security with multi-tenant authentication, rate limiting, and real-time monitoring via a built-in inspector dashboard.

germany-mcp-server

MCP server providing AI agents with access to German government open data. 12 tools across 6 categories: Autobahn traffic, DWD weather, NINA disaster warnings, SMARD energy market, Bundestag parliamentary data, and pollen forecasts. All APIs are free, no keys required.

Soccer V3 Scores MCP Server

An MCP server that enables agents to interact with soccer data including scores, matches, players, and teams using the sportsdata.io Soccer V3 Scores API.

Weather MCP Server

Provides weather information tools including US state weather alerts and location-based forecasts using latitude and longitude coordinates.

Congo River Compositional Intelligence

Provides tools for semantic decomposition, proof search, knowledge graph operations, and neuro-symbolic reasoning that bridges neural LLMs with symbolic AI through RDF triples, lambda calculus, and compositional intelligence principles.

Playwright MCP Server

Enables web browser automation through Playwright, providing tools for navigation, element interaction, screenshot capture, and accessibility snapshots. Uses streamableHttp transport for seamless integration with MCP clients.

GitHub MCP Server

Enables comprehensive interaction with GitHub repositories, including code management, issues, pull requests, and full GitHub Actions workflow control with triggering, monitoring, and artifact management capabilities.

Claude Memory MCP Server

一个 MCP 服务器，为 Claude 提供持久性记忆功能，提供分层记忆架构，具有语义搜索、记忆整合以及与 Claude 桌面应用程序的集成。

MCP Server for Splunk

Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

muze-mcp

Provides Meta and Google Ads intelligence for AI assistants, enabling users to analyze performance, track competitors, and manage ad campaigns through natural language. It features 17 tools for generating creative concepts, scraping competitor ads, and performing deep account-level analysis.

Cloudflare API MCP

A lightweight MCP server that enables agents to interface with Cloudflare's REST API, allowing management of DNS records and other Cloudflare services.

Scribe MCP Server

Enables maintaining consistent project documentation and progress logs across development workflows. Provides tools for logging changes, tracking project phases, and keeping architecture docs synchronized with day-to-day development work.

Super Windows CLI MCP Server

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mcp_repo_4a01eabf

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。