发现优秀的 MCP 服务器

gRNAde MCP Server

Enables RNA structure analysis, sequence evaluation, and inverse design using geometric deep learning models. Supports both quick computational analysis and long-running batch processing for generating RNA sequences that fold into target structures.

Remote MCP Server on Cloudflare

A template for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers with OAuth authentication and SSE transport. It enables LLM clients to securely access and execute tools hosted in a serverless environment.

API MCP Server

A TypeScript-based MCP server that implements a simple notes system, providing resources for accessing notes via URIs, tools for creating notes, and prompts for generating summaries.

Spreadsheet MCP App

Enables Claude to render interactive, real-time spreadsheets with streaming cell updates, custom styling, and resizable columns. This server allows users to visualize complex data sets through a dynamic grid interface directly within the model's response.

arxiv-mcp

Enables searching ArXiv papers, fetching paper details, daily category digests, and exploring author collaboration graphs.

headless-oracle

Cryptographically signed market state verification for autonomous financial agents. Ed25519 receipts, fail-closed safety, 28 global exchanges (equities, derivatives, 24/7 crypto). MCP-native, x402-payable, SMA Protocol conformant.

smaregi-mcp

Enables interaction with the Smaregi POS API to manage products, sales, inventory, and member information directly through Claude Code. It provides a suite of CRUD tools and comprehensive API documentation to streamline retail management via natural language.

nucleo-mcp

An MCP server that provides Claude with direct access to local Nucleo icon libraries for searching, previewing, and exporting icons. It enables users to retrieve raw SVG source code, generate PNG previews, and export icons as vector PDFs directly from the Nucleo SQLite database.

youtube-marketing-skills

MCP server that connects AI agents to real YouTube channel analytics and SEO management via OAuth, enabling content strategy, metadata updates, and companion WordPress posts without leaving the agent.

io.github.KoyoYeager/pystub

Automatically detects packages that can be stubbed during Python exe building and generates minimal stub code to reduce executable size.

Satori MCP Server

An MCP server that generates beautiful images from React components using Satori. Create social cards, blog headers, quotes, and custom images directly through AI assistants like Claude.

Trino MCP Server

Enables database schema analysis and management for Trino servers through dynamic connections. Supports DDL validation, dependency analysis, schema documentation generation, and safe SQL execution with multiple concurrent connections.

Moro Hub MCP Server

Exposes Moro Hub's services, facilities, and operational data as AI-callable tools, enabling natural language queries about locations, data centre status, support options, and news.

teable-mcp-server

一个用于与 Teable 数据库交互的 MCP 服务器。

Point MCP Server

MCP server for the Point Knowledge API that enables AI coding assistants to search and retrieve curated technical documentation (RFCs, framework docs, etc.) with hybrid search and precise citations.

mcp_server

LLM 集成用的 MCP 服务器

Atlassian Bamboo MCP Server

Enables AI assistants to interact with Atlassian Bamboo CI/CD, allowing natural language queries to check build status, fetch logs, trigger builds, and manage deployments.

DDG MCP2

A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Serves as a starting point for developing custom MCP servers with Docker support and CI/CD integration.

Devon

An MCP server that provides 33 tools for full DEVONthink integration, enabling users to search, manage records, and access smart groups through Claude Code. It supports document CRUD operations, metadata management, and utilizes DEVONthink's built-in AI for document summarization and classification.

trainingpeaks-mcp

Enables querying workouts, fitness metrics (CTL/ATL/TSB), and power personal records from TrainingPeaks using natural language.

Homebox MCP Server

Enables AI assistants to interact with a Homebox inventory system to search, create, update, and manage items, locations, and labels.

waterloo-learn-mcp

An MCP server that gives desktop AI apps access to your Waterloo LEARN courses, enabling listing courses, getting announcements, content, grades, and upcoming events through natural language.

MCP Server Markup Language (MCPML)

MCP 服务器标记语言 (MCPML) - 一个 Python 框架，用于构建具有 CLI 和 OpenAI 代理支持的 MCP 服务器。

mcp-gateway

AI gateway to unify authentication and expose internal APIs as MCP tools. Supports SSO, JWT, and basic auth with auto-refresh.

qenex-pathfinder

Provides security scanning tools for Claude Code, enabling real-time vulnerability detection, code analysis, and rule explanations for codebases.

CST MCP

An MCP server that integrates CST Studio Suite with the Model Context Protocol to enable automated electromagnetic simulation workflows. It provides specialized tools for material definition management and direct interaction with the CST Studio Suite environment.

Lightbrush Booking Agent MCP

A development framework for restaurant booking automation that is currently only ~5% functional with mock implementations. The actual booking functionality, MCP integration, and web automation features are not yet implemented.