Awesome MCP Servers Directory

Awesome MCP Servers

A comprehensive collection of Model Context Protocol (MCP) servers categorized by functionality. This repository aims to help developers and AI enthusiasts discover and utilize the wide array of available MCP servers for various applications.

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What are MCP Servers?

Model Context Protocol (MCP) servers are interfaces that allow AI models to interact with external systems and APIs, extending their capabilities beyond text generation. These servers enable Claude and other AI models to access real-time data, execute code, use external tools, and interact with various services.

Table of Contents

• [AI Services](#ai-services)
• [Art & Culture](#art-culture)
• [Browser Automation](#browser-automation)
• [Cloud Platforms](#cloud-platforms)
• [Cloud Storage](#cloud-storage)
• [Command Line](#command-line)
• [Communication](#communication)
• [Customer Data Platforms](#customer-data-platforms)
• [Data Science Tools](#data-science-tools)
• [Databases](#databases)
• [Developer Tools](#developer-tools)
• [File Systems](#file-systems)
• [Finance](#finance)
• [Gaming](#gaming)
• [Knowledge & Memory](#knowledge-memory)
• [Location Services](#location-services)
• [Marketing](#marketing)
• [Monitoring](#monitoring)
• [Note Taking](#note-taking)
• [Other Tools and Integrations](#other-tools-and-integrations)
• [Research & Data](#research-data)
• [Search](#search)
• [Security](#security)
• [Social Media](#social-media)
• [System Automation](#system-automation)
• [Travel & Transportation](#travel-transportation)
• [Version Control](#version-control)
• [Workflow Automation](#workflow-automation)

AI Services

MCP servers related to AI Services

• OpenAI - Query OpenAI models directly from Claude using MCP protocol
• any-chat-completions-mcp - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
• HuggingFace Spaces - Server for using HuggingFace Spaces, supporting Images, Audio, Text and more. Claude Desktop mode for ease-of-use
• Gemsuite - The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models
• PiAPI - PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps
• mcp-client - MCP REST API and CLI client for interacting with MCP servers, supports OpenAI, Claude, Gemini, Ollama etc.
• MCP-Bridge - An openAI middleware proxy to use MCP in any existing openAI compatible client
• gpt-computer-assistant - Dockerized MCP client with Anthropic, OpenAI and Langchain
• MCP-Connect - A client that enables cloud-based AI services to access local Stdio based MCP servers by HTTP/HTTPS requests
• LibreChat - Open-source AI Web UI, supporting multiple providers including OpenAI, Anthropic, Google, Ollama, and local models. Includes MCP support for Agents
• centralmind/gateway - CLI that generates MCP tools based on your Database schema and data using AI and host as REST, MCP or MCP-SSE server
• EverArt - AI image generation using various models
• AgentQL - Enable AI agents to get structured data from unstructured web
• Chronulus AI - Predict anything with Chronulus AI forecasting and prediction agents
• Dart - Interact with task, doc, and project data in Dart, an AI-native project management tool
• Inbox Zero - AI personal assistant for email Inbox Zero
• Lingo.dev - Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine
• UnifAI - Dynamically search and call tools using UnifAI Network
• Verodat - Interact with Verodat AI Ready Data platform
• Any Chat Completions - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more
• ChatSum - Query and Summarize chat messages with LLM
• DeepSeek MCP Server - Model Context Protocol server integrating DeepSeek's advanced language models, in addition to other useful API endpoints
• Deepseek_R1 - A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3)
• deepseek-thinker-mcp - A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server
• ElevenLabs - A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices
• Fal - Run AI models on fal.ai
• Gemini - A MCP server to interact with Google's Gemini API
• Hugging Face - A MCP server to interact with Hugging Face API

Art & Culture

MCP servers related to Art & Culture

• Ableton Live - An MCP server to control Ableton Live
• Blender - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation
• Genius - A MCP server to interact with Genius API for song lyrics and annotations

Browser Automation

MCP servers related to Browser Automation

• Puppeteer - Browser automation and web scraping
• Playwright MCP Server - An MCP server using Playwright for browser automation and webscrapping
• Apify - Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
• Browserbase - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
• Firecrawl - Extract web data with Firecrawl
• Hyperbrowser - Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation
• Oxylabs - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction

Cloud Platforms

MCP servers related to Cloud Platforms

• Cloudflare - Interacting with Cloudflare services
• Contentful - Interact with your content on the Contentful platform
• Kubernetes - Connect to Kubernetes cluster and manage pods, deployments, services
• Aiven - Navigate your Aiven projects and interact with the PostgreSQL, Apache Kafka, ClickHouse and OpenSearch services
• E2B - Run code in secure sandboxes hosted by E2B
• AWS - Perform operations on your AWS resources using an LLM
• AWS Cost Explorer - Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models
• AWS Resources Operations - Run generated python code to securely query or modify any AWS resources supported by boto3
• Cloudinary - Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details

Cloud Storage

MCP servers related to Cloud Storage

• Google Drive - File access and search capabilities for Google Drive
• Box - File access and search for Box
• AWS S3 - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents

Command Line

MCP servers related to Command Line

• Windows CLI - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells
• mcp-cli - A CLI inspector for MCP servers

Communication

MCP servers related to Communication

• Slack - Channel management and messaging capabilities
• wecombot - An MCP server application that sends various types of messages to the WeCom group robot
• Email - This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content
• Discord - A MCP server to connect to Discord guilds through a bot and read and write messages in channels
• Gmail - A MCP server to interact with Gmail API

Customer Data Platforms

MCP servers related to Customer Data Platforms

• HubSpot - A MCP server to interact with HubSpot API

Data Science Tools

MCP servers related to Data Science Tools

• Data Exploration - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort
• Excel - Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table
• Vega-Lite - Generate visualizations from fetched data using the VegaLite format and renderer
• ZenML - Chat with your ZenML MLOps and LLMOps pipelines
• Axiom - Query and analyze your Axiom logs, traces, and all other event data in natural language
• Comet Opik - Query and analyze your Opik logs, traces, prompts and all other telemtry data from your LLMs in natural language
• Unstructured - Set up and interact with your unstructured data processing workflows in Unstructured Platform
• Dataset Viewer - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export
• dune-analytics-mcp - A mcp server that bridges Dune Analytics data to AI agents

Databases

MCP servers related to Databases

• PostgreSQL - Read-only database access with schema inspection
• Sqlite - Database interaction and business intelligence capabilities
• MySQL - MySQL database integration with configurable access controls and schema inspection
• BigQuery (by LucasHild) - BigQuery database integration with schema inspection and query capabilities
• BigQuery (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
• Mongo - A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases
• MongoDB Lens - Full Featured MCP Server for MongoDB Database
• MongoDB (kiliczsh) - A Model Context Protocol Server for MongoDB
• Airtable - Read and write access to Airtable databases
• Snowflake - Snowflake database integration with read/write capabilities and insight tracking
• Nile Postgres - Manage and query databases, tenants, users, auth using LLMs
• bytebase/dbhub - Universal database MCP server supporting mainstream databases
• Redis - Interact with Redis key-value stores
• Chroma - Embeddings, vector search, document storage, and full-text search with the open-source AI application database
• ClickHouse - Query your ClickHouse database server
• Fireproof - Immutable ledger database with live synchronization
• Hologres - Connect to a Hologres instance, get table metadata, query and analyze data
• Milvus - Search, Query and interact with data in your Milvus Vector Database
• MotherDuck - Query and analyze data with MotherDuck and local DuckDB
• Neo4j - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
• Neon - Interact with the Neon serverless Postgres platform
• StarRocks - Interact with StarRocks
• Tinybird - Interact with Tinybird serverless ClickHouse platform
• ArangoDB - MCP Server that provides database interaction capabilities through ArangoDB
• AWS Athena - A MCP server for AWS Athena to run SQL queries on Glue Catalog
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Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: habitoai
• Source: habitoai/Awesome-MCP-Servers-directory
• License: MIT

Install and usage instructions live in the source repository linked above.