发现优秀的 MCP 服务器

SearXNG MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它使 AI 助手能够使用 SearXNG（一个尊重隐私的元搜索引擎）执行网络搜索。

MEOK Omnibus Tracker MCP

MEOK Omnibus Tracker - MCP server providing AI-powered tools and automation by MEOK AI Labs

gemini-cli-mcp-async

Enables asynchronous and parallel execution of Gemini CLI tasks within Claude Code, allowing background task management and multi-instance parallelism.

MalwareBazaar_MCP

一个由人工智能驱动的 MCP 服务器，可自主与 MalwareBazaar 对接，为授权的网络安全研究工作流程提供实时的威胁情报和样本元数据。

MCP File Organizer

Enables AI-driven file organization by listing and moving files into structured folders by extension and modification date, based on natural language requests, without reading file contents.

Gemini MCP Server

一个模型上下文协议服务器，使 Claude Desktop 能够与谷歌的 Gemini 2.5 Pro 实验性 AI 模型交互，并具有诸如谷歌搜索集成和令牌使用情况报告等功能。

PocketScout MCP

Enables AI assistants to rapidly gather and synthesize structural, chemical, conservation, and literature data about protein binding pockets for drug-target triage. Useful as a reconnaissance step before computational binder design.

evo-scry

MCP server for internet search via direct Google and DuckDuckGo HTML scraping with AI-powered result normalization and optional summarization, requiring no API keys for search.

mcp-server-kaggle-exec

Enables running GPU-accelerated Python code on Kaggle from any MCP-compatible AI assistant without local GPU hardware.

Trading Economics Calendar MCP Server

A Model Context Protocol server that provides access to economic calendar events from Trading Economics, allowing filtering by country, importance, and date range.

rubber-duck-scraper

Python MCP server that scrapes web pages with JS rendering, structured metadata, tables, PDFs, screenshots, and multi-page crawling.

MCPipe Toolchain

Provides read-only access to Confluence, GitHub, Jira, Figma, Outlook, Teams, and browser automation for AI clients, enabling safe discovery, retrieval, and summarization of company knowledge without modifying source systems.

MyArxivDB_MCP

Organizes personal research papers by crawling arXiv metadata, embedding abstracts, storing in a PostgreSQL database, and generating Related Work sections using LLMs.

Petamind MCP

Enables agentic coding workflows in Claude Code through a multi-candidate patch evaluation loop that generates code variants, validates builds, scores results with mandatory vision testing, and automatically selects the best implementation.

io.github.Patrax/review-router

Enables AI agents to securely create and manage GitHub-to-Slack review routing setups through Tenpace, using OIDC-verified browser authorization and short-lived links.

MCP Testing Server

A local testing tool for APIs, web browsers, and phone UI using the Model Context Protocol.

codememory

Enables AI agents to locally search, query, and understand codebases with token-efficient context, dependency graphs, history, architecture diagrams, and metrics through MCP.

AgentTrust

Evaluates AI agent and MCP server competency across 6 quality dimensions using challenge-response tests, returning quality scores and W3C Verifiable Credentials.

discourse-mcp

Enables interaction with Discourse forums, especially those behind Cloudflare, using browser impersonation and rate limiting.

Unity MCP Template

一个通过 MCP 控制 Unity 的简单模板项目

Enterprise Expense Automation System

Enables users to manage company departments, employees, expenses, and performance ratings through a natural language interface in Claude Desktop. It features 12 specialized tools for comprehensive CRUD operations and AI-powered organizational analysis using Google Gemini.

MCP Paradex Server

A bridge between AI assistants and the Paradex perpetual futures trading platform that enables retrieving market data, managing trading accounts, placing orders, and monitoring positions.

miraya

Enables Claude to research audience, competitors, and trends, generate Hinglish campaigns and comic story posts, and publish draft content to Facebook and Instagram.

Istedlal MCP Server

Provides AI agents with access to file metadata, vector search, and workflow metrics. It enables operations such as file metadata retrieval and semantic search over file embeddings using pgvector.

Meilisearch MCP Server

Enables AI assistants to interact with Meilisearch through a standardized interface, supporting index and document management, search capabilities, settings configuration, task monitoring, and experimental vector search.

@alexandrebouchez/batch-mcp

MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enabling agents to manage profiles, send push notifications, orchestrate campaigns, and handle data exports through typed tools.

Elasticsearch MCP Server

使用模型上下文协议将代理连接到 Elasticsearch 数据，从而允许通过 MCP 客户端（如 Claude Desktop 和 Cursor）与 Elasticsearch 索引进行自然语言交互。

Rover MCP Server

Enables AI assistants to search for pet sitters, manage bookings, and handle pet profiles through the Rover pet services marketplace. It facilitates direct communication with sitters and service management using Playwright-based browser automation.

Kotlin Multi-Agent Orchestrator

Enables end-to-end generation, scaffolding, testing, diagnosis, and auditing of Kotlin applications for Android, Compose Multiplatform, Ktor, and Spring Boot through a coordinated team of specialized agents.

hot-content-mcp

Provides Baidu hot search and Bilibili trending video data for Claude and Cherry Studio, supporting retrieval, search, and cache management.