发现优秀的 MCP 服务器

claude-fde-showcase

MCP server demonstrating FDE primitives: TF-IDF search, extractive summarisation, and an AST-sandboxed calculator. Designed for offline, deterministic tool use.

ArchiScribe MCP Server

Retrieves architectural information from ArchiMate models, enabling AI coding assistants to access architectural context during the software development lifecycle. Supports search and retrieval of views and elements in markdown, JSON, or YAML.

conformidade-pbtr-mcp

MCP server for automated compliance analysis of Basic Projects and Terms of Reference against SERPRO's checklist. Send a PDF and get a compliance index, prioritized findings, and reports in multiple formats.

bmlt-mcp-server

Connects MCP-compatible AI clients to BMLT root servers, enabling natural language queries for NA meeting data including search by location, day, format, and more.

Infisical MCP

FastMCP server for managing a self-hosted Infisical instance, exposing tools to create, read, update, and delete projects, environments, folders, and secrets, and to render .env and shell-export formats.

remnawave-mcp

An MCP server that enables LLM clients to manage Remnawave VPN panels through 51 specialized tools for user, node, and subscription administration. It provides real-time access to panel statistics, health checks, and guided workflows for system diagnostics.

Node MCP Template

Opinionated template for building Node.js stdio and HTTP MCP servers.

package-version-check-mcp

Enables AI coding agents to retrieve the latest stable versions of packages and tools across multiple ecosystems, preventing outdated dependency versions in generated code.

@developkiko/desktop-commander

MCP server for terminal operations and file editing, enabling AI assistants to manage files, run commands, and process large content with auto-chunking.

Publisher Content MCP Server

Exposes publisher journalism to LLMs and agent frameworks via search, retrieval, source grounding, and consistent citation, enabling accurate content retrieval with attribution and policy enforcement.

OpenAI and Claude MCP

一个简单的服务器，充当主控程序 (MCP)，通过一个 API 端点与 OpenAI 和 Anthropic (Claude) AI 模型进行统一交互。

Cosmik — Live Space Data

Live space data for AI agents: upcoming rocket launches (SpaceX, NASA, Rocket Lab…), ISS pass predictions for any city or coordinates (live SGP4), and launch news in 7 languages. Read-only, no auth, no API key. Backed by gocosmik.com — the free real-time 3D satellite tracker.

@secr/mcp

Provides AI coding agents with direct access to secrets management (get, set, list, delete secrets, and list environments) through the Model Context Protocol, enabling secure secret operations during development.

goodreads-mcp

A read-only MCP server for Goodreads that enables LLMs to search for books, retrieve detailed book info with ratings and reviews, and explore recommendations, series, and author bibliographies using public data sources without requiring authentication.

GitHub-MCP

A production-grade MCP server that connects Claude Desktop to GitHub, offering deterministic analytics on developers, repositories, issues, and pull requests through natural language.

Cognitive Canvas

Transforms AI assistants into research-grade cognitive workspaces with systematic reasoning, evidence-based analysis, persistent memory management, and intelligent knowledge discovery.

ZIM RAG MCP Server

Enables interaction with .zim archives by providing tools for article search, content retrieval, and metadata discovery. It features a TF-IDF based RAG engine for semantic retrieval over extracted article chunks from compressed ZIM files.

DeepSeek MCP Server

实现了 DeepSeek 语言模型与 MCP 兼容应用程序的集成，提供诸如聊天完成、自定义模型选择和参数控制等功能，以增强基于语言的交互。

Strava MCP

Privacy-first MCP server for Strava activities, streams, routes and training data.

MCP Express Server Example

A basic example demonstrating how to develop and run a serverless Model Context Protocol (MCP) implementation using Netlify Functions and Express.

valv

An MCP server that gives agents safe, policy-scoped access to your database via structured queries (never raw SQL), with read and opt-in write support.

aria-mcp-server

Clinical research MCP server providing real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). Built for trial coordinators and life sciences teams. No API key required.

AI Assistant Hub MCP Server

Provides tools for weather, GitHub issues, and Slack messaging to MCP-compatible AI assistants.

Superpowers MCP

Exposes the full functionality of the Superpowers framework as MCP tools to provide AI assistants with advanced capabilities like automated planning, debugging, and parallel development. It seamlessly integrates with clients like Claude Desktop, Cursor, and Trae for an enhanced AI-driven coding experience.

patent-mcp

A local MCP server that provides patent search, similarity lookup, and detailed patent information to AI agents, with extensible data sources.

Midway MCP

Connects your Midway account via Open Finance Brasil to AI assistants, enabling natural language queries for balances, transactions, credit card bills, and investments, all read-only.

Veridex Bazaar Discovery MCP Server

Enables AI agents to discover, query, and pay for HTTP endpoints and MCP tools using Stellar USDC/SEP-41 stablecoins through a federated P2P bazaar catalog and x402 payment facilitator.

World Cup Stats MCP

Enables querying FIFA World Cup player and team statistics for 2010, 2014, 2018, and 2022 through natural language, providing tools for top scorers, player comparisons, team summaries, and more via a Claude-powered CLI.

FastAPI-MCP

A zero-configuration tool that automatically converts FastAPI endpoints into Model Context Protocol (MCP) tools, enabling AI systems to interact with your API through natural language.

NOMIK

AI-native code intelligence graph that builds a persistent knowledge graph of your codebase in Neo4j and exposes it to AI assistants via MCP, enabling contextual code analysis, impact analysis, and dependency tracking.