发现优秀的 MCP 服务器

Research Paper Ingestion MCP Server

Enables searching, downloading, and analyzing academic papers from arXiv and Semantic Scholar to extract key insights and citation metrics. It facilitates autonomous knowledge acquisition by processing research findings and integrating them into persistent AI memory systems.

gov-mcp

An MCP server that enforces runtime governance on AI agent actions — file access, command execution, delegation chains, and permission escalation.

ubuntu-insights

Provides Ubuntu system information (CPU, memory, disk, network, services, processes) to Bob via natural language queries.

IONOS CLOUD MCP Server

Inspect and manage IONOS CLOUD infrastructure via MCP

MCP_claude

这是为了演示如何为 Claude Desktop MCP 客户端构建一个 MCP 服务器。

nhplug-mcp

Enables Claude to call NH Investment & Securities Open API for Korean stock market data, quotes, and order execution through natural language.

College Scorecard MCP Server

Search, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes — via MCP.

cms-mcp-hub

A universal connector hub that proxies Claude.ai tool calls to any CMS that runs an MCP server, enabling natural language interactions with Drupal, Joomla, WordPress, and more through a single endpoint.

Thinking Patterns MCP Server

Provides AI systems with structured thinking frameworks and reasoning tools to maintain consistent problem-solving patterns across conversations. Enables multi-step reasoning, decision analysis, and systematic troubleshooting through invocable mental models.

fal

Enables MCP clients to run 600+ generative AI models from fal.ai, including image, video, audio, and text, with tools for synchronous and asynchronous execution, model catalog browsing, and schema inspection.

golf-course-project-mcp-server

高尔夫球场项目 MCP 服务器

MCP over SSE

一个使用服务器发送事件 (SSE) 传输类型的 Elixir 模型上下文协议 (MCP) 服务器库。

DevReview MCP Server

MCP server for AI-assisted code review, enabling integration with the DevReview tool.

MCP Playbook Server

Manages project documentation and saves conversation logs within a target project directory, providing tools for creating specs, ADRs, changelogs, runbooks, and syncing prompts/logs to GitHub repositories.

Mock Store MCP Server

Enables AI agents to explore and query a mock e-commerce store's data including customers, products, inventory, and orders through conversational interactions backed by PostgreSQL.

At-Work API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the At-Work API (api.at-work.biz), allowing agents to communicate with this service through various transport modes like stdio, SSE, and HTTP.

Naver Mail MCP Server

An MCP server that enables users to interact with their Naver Mail account via the Model Context Protocol. It allows for seamless mail integration and management within MCP-compatible clients like Claude Desktop.

Appmixer MCP

Enables LLMs to automate workflows and interact with SaaS products and APIs through Appmixer's integration platform. It provides tools for managing automation flows and dynamically exposes custom tools via an MCP Gateway.

MySQL MCP Server

An MCP server for MySQL databases that enables schema exploration, query execution, and resource access through a unified interface. It features a LangGraph-based agent that translates natural language into SQL queries with automatic error recovery and schema discovery.

LangSearch MCP Server

Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assistants. It enables web searching with advanced filtering and reranking of documents based on semantic relevance.

ssh-remote-mcp

A secure SSH-based MCP server for diagnosing remote servers. It allows AI agents to execute read-only commands and read files automatically, while requiring user confirmation for write operations.

ndpsc-case-search-mcp

Provides programmatic access to North Dakota Public Service Commission case records, dockets, and documents. Users can search cases by jurisdiction or status and extract text directly from regulatory PDF filings.

MailNet MCP Server

Unified email orchestration server for Gmail and Outlook with agentic tools for sending, reading, searching, and managing emails, enabling assistant-driven email workflows.

InfluxDB MCP Server

Enables interaction with InfluxDB 3 (Core/Enterprise/Cloud Dedicated/Clustered/Cloud Serverless) through MCP clients, providing tools for querying, writing, managing databases, tokens, and more.

Sakila MCP Server

Enables natural language interaction with MySQL Sakila database through intent-based tools for movie search, customer management, rental operations, and business analytics without exposing database schema.

pet-tools-mcp

Enables AI agents to code and debug Commodore PET software using the VICE emulator, with CLI and MCP tools for session control, screen reading, memory manipulation, and testing.

Smithsonian MCP Server

Enables searching and exploring millions of items from the Smithsonian Institution's collections including artifacts, artworks, specimens, photographs, and more, using the Smithsonian Open Access API.

todo-mcp

Enables users to manage a todo list with add, list, complete, delete, and clear completed operations, persisting todos to a JSON file.

zendesk-mcp

MCP server for Zendesk support workflows that enables ticket search, lookup, creation, commenting, status updates, and user listing through natural language. It uses OAuth authentication and supports both internal notes and public comments.