Discover Awesome MCP Servers

AI Act Companion

An MCP server that provides tools for deterministic EU AI Act risk classification and documentation generation, enabling human-in-the-loop AI system assessments inside Claude Code.

obsidian-tools

Enables natural language interaction with Obsidian vaults through an MCP server, providing hybrid search, file management, and AI-powered analysis.

mcp-swagger

Exposes Swagger/OpenAPI API documentation to AI models, enabling exploration, search, and interaction with endpoints, schemas, and execution of API calls.

AndroJack-mcp

Enables AI coding assistants to access up-to-date, official Android documentation and APIs, reducing hallucinations from stale training data.

MapNetwork MCP Server

Generate styled map images (PNG/SVG) for any location, with customizable color themes and walking/driving routes, directly from Claude or any MCP-compatible AI assistant.

NotebookLM MCP Server

Provides CLI and MCP server to programmatically access Google NotebookLM, enabling AI assistants to create notebooks, add sources, generate podcasts, and more, with support for both personal and enterprise accounts.

Spotify Streamable MCP Server

Enables control of Spotify through natural language by searching the catalog, managing playback and devices, controlling playlists, and managing saved songs. Includes OAuth authentication and streamable HTTP transport for remote connectivity.

frontend-dev-mcp

An MCP server that provides tools for frontend development, including i18n issue detection, OpenAPI type generation, and project structure analysis.

Thaïs MCP Server

Enables Claude to interact with the Thaïs hotel reservation system, including checking availability, listing room types, retrieving prices, and creating bookings with email confirmation.

SSH MCP

SSH MCP

PlantUML MCP Server

Enables generating PlantUML diagrams directly from Claude Desktop, with tools to render, save, and obtain URLs or ASCII art.

PoseBusters MCP Server

Validates the physical and chemical plausibility of ligand–protein docking poses using the PoseBusters tool.

polyplan-mcp

Enables structured multi-model AI planning sessions across multiple CLI coding tools, orchestrating independent planning, peer review, and final synthesis.

mcp-eur-lex

Enables searching and quoting EU legislation with verifiable EUR-Lex citations, including GDPR, NIS2, DORA, and the EU AI Act.

mcp-jira

Enables interaction with Jira issues, projects, and comments via API Key. Supports operations like creating, updating, searching, transitioning issues, and managing projects.

automate-idea-to-social-mcp

Enables publishing content to multiple social media platforms (YouTube, Twitter, Facebook, Instagram, TikTok, Reddit, Blog) through automation agents, with task management and system validation.

React Native MCP Server

Provides comprehensive tools for React Native development, automating project initialization, version management, upgrades, Expo integration, and development workflows through AI assistance.

CipherTrust Manager MCP Server

Enables AI assistants like Claude and Cursor to interact with CipherTrust Manager resources for key management, CTE client management, user management, and connection management through the ksctl CLI.

MyCareersFuture MCP Server

Enables users to search for job opportunities in Singapore through the MyCareersFuture public API. Provides live job search dashboards with rich UI components for exploring software engineering and other job openings.

MCP Deployment

A simple demonstration MCP server that provides a sum_numbers tool for calculating the sum of a list of integers, built using the FastMCP framework.

claude-connect-nats-mcp

An MCP server for inter-session communication between Claude Code instances. Built on NATS JetStream, it provides room-based messaging, direct agent communication, presence tracking, and message history.

Terraform MCP Assistant

这个项目提供了一个 MCP（模型上下文协议）服务器，该服务器通过自然语言暴露 Terraform 基础设施即代码操作。它使 LLM 能够执行 Terraform 命令并检索有关基础设施的信息，而无需具备特定的命令语法知识。

Varrd

From idea to edge. Everyone has unique opinions and views of the world. Varrd makes it possible for everyone regardless of statistical, coding, or market knowledge to be able to find their unique edge. The issue with LLMs testing for edges in the market is redundant idea loops, overfit with confidence, and waste days exploring nonsense. Varrd is the infrastructure and guardrails to prevent those f

agentic-detection-lookups

Machine-readable detection lookups for SIEM enrichment and AI agents. Query 800+ LOLBAS and GTFOBins binaries plus process parent-child baselines — get risk levels, abuse categories, and MITRE ATT\&CK mappings without embedding data in prompts.

Canvas LMS MCP Server

Enables Claude to interact with Canvas LMS to manage coursework, track assignments, and view grades through natural language. It supports comprehensive academic tasks including checking rubrics, participating in discussion boards, and submitting assignments.

MathServer

Provides basic mathematical operations (addition, subtraction, multiplication, division) through a Model Context Protocol server. Enables MCP-compatible clients like chatbots to perform calculations by sending structured math requests.

Agentic RAG with MCP Server

The MCP server provides tools for entity extraction, query refinement, and relevance checking to enhance RAG applications by integrating with OpenAI and Gemini.

MCP Server with Combined Tools

Rust MCP 服务器 (Rust MCP fúwùqì)