Discover Awesome MCP Servers

MCP Chat

A command-line interface application that enables interaction with LLMs through document retrieval, command-based prompts, and extensible tool integrations using the Model Control Protocol architecture.

Azure AI Foundry MCP Server

Enables interaction with Azure AI Foundry services through a unified interface for model exploration and deployment, knowledge indexing and search, AI evaluation, and fine-tuning operations. Supports both GitHub token-based model testing and full Azure deployment workflows.

Sentry MCP Server

Model Context Protocol (MCP) server for Sentry

Directory Explorer MCP Server

A Model Context Protocol server that provides token-aware directory exploration and file analysis for Large Language Models, enabling intelligent codebase navigation with features like directory scanning, file content extraction, and token usage statistics.

Image Generator

Generates and returns and image using Together.ai

FoundryVTT MCP Server

Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to query game data, roll dice, generate content (NPCs, loot, encounters), manage combat, and provide tactical suggestions through natural language.

Postgres MCP Pro

An open-source MCP server that provides AI agents with advanced PostgreSQL capabilities including index tuning, query plan optimization, and comprehensive database health analysis. It supports safe SQL execution through configurable access modes and offers both stdio and SSE transport options for various development environments.

nova-act-mcp

An MCP server providing tools to control web browsers using the Amazon Nova Act SDK. Enables multi-step browser automation workflows via MCP agents.

RAGBrain MCP

Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search, document retrieval, and namespace management. It allows users to browse collections, discover documents by topic, and access full text content through natural language.

Fal.ai OpenAI Image MCP Server

Enables text-to-image generation using the fal.ai GPT image-1 API. It provides a tool to generate images with customizable parameters like size, quality, and background settings via natural language prompts.

Vast.ai MCP Server

Enables comprehensive management of Vast.ai GPU cloud instances, including searching for GPU offers, creating and managing instances, executing remote commands via SSH, and monitoring background tasks for ML training workflows.

Chromadb Fastapi Mcp

chromadb を fastapi 化し fastapi-mcp で mcp server として利用

Imagine if you could turn an LLM into a simulator

AgentTorch MCP Server - Imagine if your models could simulate

Financial MCP Server

A custom Model Context Protocol server that provides real-time financial analysis tools including stock monitoring, portfolio management, market summaries, and automated price alerts with Telegram notifications.

Remote Jobs MCP

Remote Jobs MCP

JSON Compare MCP Server

Enables deep, order-independent comparison of JSON files to detect differences including missing keys, value mismatches, and type differences. Provides detailed reports with path tracking for precise identification of variations between JSON structures.

Base MCP Server

Enables AI applications to interact with the Base blockchain network, allowing wallet management, smart contract deployment, token transfers, NFT operations, DeFi interactions with Morpho vaults, and onramping funds via Coinbase.

WorldBank GDP & Employment MCP Server

An MCP server that interfaces with the WorldBank API to retrieve economic and labor market data such as GDP and employment indicators. It allows LLMs to query global development statistics including unemployment rates, labor force participation, and sectoral employment data.

MCP Server GDB

Mirror of

MCP Weather

MCP Weather

Docker MCP Server

Enables AI assistants to manage Docker containers, images, networks, volumes, and Compose services through the Model Context Protocol. It supports system operations, command execution within containers, and integration with Docker Hub and GitHub Container Registry.

DrissionPage MCP Server

A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the DrissionPage framework. It features 14 deterministic tools optimized for LLMs to automate web workflows efficiently without relying on vision-based models.

dingtalk-mcp

Dingtalk MCP Server

Airthings Consumer MCP Server

Airthings Consumer MCP Server

n8n MCP Server

Enables Large Language Models to interact with n8n automation instances through the Model Context Protocol. Supports workflow management, execution, credentials handling, and security audits through natural language commands.

EyeLevel RAG MCP Server

A local Retrieval-Augmented Generation system that enables users to ingest markdown files into a FAISS-powered vector knowledge base for semantic search. It provides tools for document indexing and context retrieval to support informed LLM queries without external dependencies.

Sample MCP Server

AI assistant application that integrates FastMCP server with MongoDB Atlas knowledge base, enabling direct MCP tool calling for document search and retrieval through a complete REST API.

MCP Jupyter Server

Enables inspection and editing of Jupyter notebook files (.ipynb) through tools for reading, adding, updating, deleting, moving, and converting cells while preserving metadata.

Weather MCP Server

Enables real-time weather queries for 12 major Chinese cities and global locations using the wttr.in API. Built on the HelloAgents framework with no API key required.