awesome-mcp-servers
Active·★ 711·MIT·Updated 2026-05-28
★ Dev Tooling
A comprehensive collection of Model Context Protocol (MCP) servers
This repository serves as a comprehensive collection of Model Context Protocol (MCP) servers, designed to standardize how applications provide context to large language models. It features thousands of categorized servers enabling LLMs to securely interact with diverse external tools, databases, APIs, and filesystems.
#Model Context Protocol#AI Integration#LLM Tools#API Management#Server Ecosystem#Developer Resources#Cloud Computing
01
Features
01Standardized Context for LLMs: Utilizes MCP to create a universal interface for AI model interaction.
02Extensive Server Collection: Curates over 7,200 MCP servers across numerous domains.
03Broad Integration Capabilities: Connects LLMs to databases, APIs, file systems, and external tools.
04Categorized for Discovery: Servers are grouped into diverse categories for easy navigation and use.
05Enables AI Agent Tooling: Facilitates the development of AI agents by providing access to a wide array of tools.
02
Compatibility
Model Context Protocol (MCP)
Core Protocol
Verified via docs
Large Language Models (LLMs)
AI Engine
Verified via docs
Multi-language Support
Development Languages
Verified via docs
Cloud & Container Platforms
Deployment Environment
Verified via docs
Diverse APIs & Services
Integration Ecosystem
Verified via docs
Relational & NoSQL Databases
Data Storage
Verified via docs
03
Use cases
↳Enabling AI models to query and manage data from various databases (SQL, NoSQL, graph, etc.).
↳Automating browser interactions, web scraping, and content management tasks for LLMs.
↳Integrating AI assistants with cloud services and build/deployment tools for DevOps workflows.
↳Facilitating AI-driven code analysis, execution in sandboxes, and interaction with local file systems.
↳Connecting LLMs to communication platforms (e.g., chat, email) and financial data sources for real-time information processing.
04
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Comments
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- JJustice MartinezMar 24, 2026
Found a great SQLite connector here that worked out-of-the-box with Claude Desktop.
- CCameron RiveraMar 21, 2026
Bookmarked! Saves hours of searching GitHub for unofficial protocol implementations.
- HHayden NguyenMar 20, 2026
My go-to directory when building custom AI agents that need real-time data access.