Discover Awesome MCP Servers

Paper Search MCP

Enables searching and downloading academic papers from 14 platforms including arXiv, PubMed, Google Scholar, Web of Science, Springer, and Sci-Hub with unified data format and intelligent rate limiting.

Terraform Plan Analyzer MCP Server

Provides tools to execute Terraform commands, analyze plan outputs for resource changes, and generate detailed markdown reports. It supports custom environment variables and filtering patterns to streamline infrastructure analysis and management.

GitHub MCP Server

Cermin dari

RAG MCP Server

Enables Claude to perform retrieval-augmented generation using LangChain, ChromaDB, and HuggingFace models for domain-aware reasoning with PDF embedding, smart retrieval, reranking, and citation-based responses.

Agentic Shopping MCP

Enables AI agents to perform e-commerce operations including product search, budget-constrained shopping recommendations, and sustainability analysis. Includes a secure HTTP bridge with OAuth integration and observability features for production deployment.

commit-to-pr-mcp

An MCP server that enables AI agents to retrieve detailed GitHub Pull Request information using git commit hashes, branch names, or PR numbers. It automatically detects repositories and extracts comprehensive PR data including descriptions, labels, and reviews via the GitHub CLI.

Navidrome-MCP

Analyze listening patterns, create custom playlists, discover missing albums, validate radio streams, and provide personalized recommendations through natural language.

mcp-skills

Provides dynamic, context-aware code assistant skills through hybrid RAG (vector + knowledge graph), enabling runtime skill discovery, automatic toolchain-based recommendations, and on-demand loading from multiple git repositories.

Google Analytics MCP Server

An experimental MCP server that enables interaction with Google Analytics APIs, allowing users to retrieve account information, run core reports, and access realtime analytics data through natural language queries.

Supercoordination MCP Server

A human-machine collaboration platform that manages team members and tasks using skill matching and a unique 'Five Elements' energy balance framework. It enables teams to register members, assign tasks, and monitor collaboration progress through an integrated dashboard.

Node.js Sandbox MCP Server

Enables running arbitrary JavaScript code in isolated Docker containers with on-demand npm dependency installation, allowing for ephemeral script execution and long-running services with controlled resource limits.

Redash MCP Server

Enables interaction with Redash through its API to execute SQL queries, retrieve results, and manage data sources. It allows users to query data and explore data sources directly through natural language interfaces.

MCP Server Template

A production-ready FastMCP server template with modular architecture for building MCP servers with organized tools, resources, and prompts, featuring container support and AI agent documentation system.

Pokédex MCP Server

Enables AI agents to access comprehensive Pokémon data through PokeAPI, including detailed Pokémon information, type effectiveness charts, encounter locations, and search capabilities. Provides a complete toolkit for retrieving stats, abilities, sprites, battle mechanics, and wild encounter data for all Pokémon.

InventarioDB

A small MCP server that manages a product inventory using SQLite, providing CRUD operations through exposed MCP tools.

NocoDB MCP Server

Enables direct integration with NocoDB databases from Cursor IDE, providing complete CRUD operations, search capabilities, and specialized tools for Discord workflow automation. Features production-ready deployment with Docker support and comprehensive monitoring.

Store MCP Server

Enables AI agents to store and retrieve information persistently using key-value pairs with JSON file-based storage. Supports storing, retrieving, listing, deleting, and searching data across sessions.

Maersk Vessel Deadlines MCP Server

Provides access to Maersk vessel information including IMO numbers, vessel schedules, shipment deadlines, and port call data through Maersk's public APIs.

Policy Analyzer API MCP Server

This MCP Server provides a natural language interface to interact with Google's Policy Analyzer API, allowing users to analyze policies and evaluate compliance through conversations.

Git Conflict MCP

Enables detection and resolution of Git merge conflicts in repositories through MCP, providing tools to identify conflicting files and assist with conflict resolution workflows.

Getting Started with Remote MCP Servers using Azure Functions (.NET/C#)

Ini adalah templat mulai cepat untuk dengan mudah membangun dan menyebarkan server MCP jarak jauh khusus ke cloud menggunakan Azure Functions. Anda dapat melakukan clone/restore/run di mesin lokal Anda dengan debugging, dan `azd up` untuk memilikinya di cloud dalam beberapa menit. Server MCP diamankan berdasarkan desain menggunakan

ynab-mcp

A Model Context Protocol (MCP) server for interacting with YNAB (You Need A Budget). Provides tools for accessing budget data through MCP-enabled clients like Claude Desktop.

Learn MCP Server

A Model Context Protocol (MCP) server designed for learning and experimentation. It provides a foundational setup for developers to build, run, and debug MCP server implementations using Node.js.

Freesound MCP

Enables searching and downloading audio samples from Freesound using keywords, filters, and sound IDs. It provides detailed sound metadata including duration, license information, and preview URLs.

Bitcoin MCP Server

Provides real-time Bitcoin blockchain data by querying the mempool.space API, offering tools to get address statistics, transaction history, UTXOs, transaction details, and block information.

OpenSCAD MCP Server

Provides OpenSCAD rendering capabilities through a Model Context Protocol interface, allowing users to generate PNG images from OpenSCAD code without a GUI.

Hugging Face MCP Server

An MCP server that provides Hugging Face Hub API and Search endpoints through multiple transport protocols (STDIO, SSE, StreamableHTTP, and StreamableHTTPJson), enabling integration with AI model capabilities.

AURA MCP Server

Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfolio analysis, swap execution, yield opportunities, and automated trading strategies across 200+ blockchain networks. Includes natural language swap parsing, cross-chain portfolio tracking, AI strategy automation, and risk management through guard engines.

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