Discover Awesome MCP Servers

Practices MCP Server

镜子 (jìng zi)

Security Scanner MCP Server

Enables comprehensive security scanning of code repositories to detect secrets, vulnerabilities, dependency issues, and configuration problems. Provides real-time security checks and best practice recommendations to help developers identify and prevent security issues.

Heroku MCP Tool Search Server

Enables dynamic tool discovery and loading for Claude using BM25, regex, and semantic search algorithms. It supports managing a catalog of over 10,000 tools with minimal context overhead and provides a REST API for tool management.

Local Memory MCP Server

Provides persistent local memory functionality for AI assistants, enabling them to store, retrieve, and search contextual information across conversations with SQLite-based full-text search. All data stays private on your machine while dramatically improving context retention and personalized assistance.

GitHub Repository Creator

Enables AI applications to automatically analyze local repositories and create GitHub repositories with proper configuration, topics, and complete setup workflow.

Note Post MCP

Enables automated publishing and draft saving to note.com platform using Playwright automation. Reads Markdown files with titles, body text, and tags to publish content directly to your note.com account.

CRM PDF Documentation Server

Enables AI assistants to interact with PDF documentation files stored locally. Provides tools to list, read, search, and extract metadata from CRM API documentation PDFs through natural language queries.

DOI to BibTeX MCP Server

Converts Digital Object Identifiers (DOIs) to BibTeX format using the official DOI content negotiation API, enabling users to quickly generate bibliography entries for academic papers.

wof-utilization-mcp-server

一个能够了解 WOF 健身房当前使用率的 MCP 服务器

its-just-ui MCP Server

Enables AI-powered generation, customization, and documentation of its-just-ui React components. Provides tools for component generation, theme management, form creation, responsive layouts, and accessibility guidance.

🔍 Rust MCP Server + Inspector Example: SSE Transport with an Add Tool

钻机 MCP 服务器示例 (2025 年 4 月 7 日)

MCP Connection Hub

A unified Model Context Protocol Gateway that bridges LLM interfaces with various tools and services, providing OpenAI API compatibility and supporting both synchronous and asynchronous tool execution.

Just Facebook MCP Server

Automates Facebook Page management through the Graph API, enabling content posting, comment moderation, analytics tracking, and engagement monitoring through natural language interactions.

content-distribution-mcp

Multi-platform content distribution — draft posts, repurpose content, generate carousels, schedule, analyze performance, create threads. 7 MCP tools.

Open Weather13 MCP Server

An MCP server that provides access to current weather data and 5-day forecasts via the Open Weather13 API. It enables users to retrieve weather information using city names or geographic coordinates across various languages.

Playwright MCP Server

一个服务器，它使用 Playwright 实现浏览器自动化，允许通过 LLM 与网页进行交互、捕获屏幕截图，并在浏览器环境中执行 JavaScript。

EduChain MCP Server

Integrates the EduChain library to generate educational content including multiple-choice questions, lesson plans, and flashcards for subjects like Python programming and Algebra using Grok's free-tier LLM.

Remote MCP Server on Cloudflare (Authless)

A template for deploying an unauthenticated Model Context Protocol server on Cloudflare Workers using Server-Sent Events (SSE). It enables users to host remote MCP tools accessible via the Cloudflare AI Playground or local clients like Claude Desktop.

Beeper MCP Server

Provides read-only access to local Beeper message history on macOS, enabling users to search conversations, read messages, and list recent chats through natural language queries. Supports both SQLite and IndexedDB storage formats with privacy-focused local-only operation.

FinanceKit MCP

Provides AI agents with real-time financial market intelligence including stock quotes, crypto data, technical analysis, and portfolio insights. Enables natural language queries for current prices, technical indicators, asset comparisons, and portfolio analysis.

wassden

A Spec-Driven Development toolkit that transforms LLMs into development agents by providing expert-crafted prompts for generating structured specifications and validating documents across the Requirements → Design → Tasks → Code workflow.

Strava MCP Server

Enables interaction with Strava's API to access and manage activities, athlete data, routes, segments, clubs, and gear through natural language.

mlb-api-mcp

Python MCP server that provides comprehensive access to MLB statistics and baseball data through a FastAPI-based interface. Acts as a bridge between AI applications and MLB data sources, enabling seamless integration of baseball statistics, game information, player data, and more.

Ninetn MCP Server

Enables integration with the Ninetn AI-powered memo application to create, search, and manage memos through natural language. It facilitates AI-assisted memo retrieval and storage by connecting MCP clients to a local Ninetn instance.

AARO ERP MCP Server

A Model Context Protocol server that enables Claude Desktop integration with AARO ERP system, allowing users to perform stock management, customer management, order processing, and other core ERP operations through natural language commands.

CodeCommit

A mcp that helps to manage codecommit

Spotify Overload - More Tools (18) | More Functions | More Rocking Out

MCP server for Spotify playlist curation and management. 18 tools for song analysis, smart playlist creation, top tracks analysis, and automated recommendations.

Oracle Fusion AR MCP Server

Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable REST API for managing financial data. It enables users to list, search, and retrieve detailed invoice information through natural language commands without storing credentials.