1. Conduid
  2. AI
  3. Awesome MCP Servers
MCP server Β· AI

Awesome MCP Servers

πŸš€ Awesome Model Context Protocol (MCP) - The Ultimate MCP Resource Hub with 100+ servers, AI learning resources, tutorials & best practices | Curated by itskiranbabu | Powered by KeyRun AI

Unclaimed MIT last commit 8 months ago ai
56Fair

Scored 3 months ago Β· breakdown

About Awesome MCP Servers

Awesome MCP Servers is an MCP server published by itskiranbabu in the AI category: πŸš€ Awesome Model Context Protocol (MCP) - The Ultimate MCP Resource Hub with 100+ servers, AI learning resources, tutorials & best practices | Curated by itskiranbabu | Powered by KeyRun AI. It has been installed 0 times through Conduid.

The repository has 2 stars and 0 forks, with the last commit 8 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues (0) before depending on it in production.

Install

Install
npx awesome-mcp-servers

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Ask AI

Ask AI about Awesome MCP Servers

Powered by Claude · Grounded in docs

I know everything about Awesome MCP Servers. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

  • Β·README presentNot checked yet.
  • Β·License declaredNot checked yet.
  • Β·Tests presentNot checked yet.
  • Β·Dependencies pinnedNot checked yet.
  • Β·No dynamic code executionNot checked yet.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

README

πŸš€ Awesome Model Context Protocol (MCP)

The Ultimate MCP Resource Hub - Your comprehensive guide to Model Context Protocol servers, AI integration, and learning resources

Curated with ❀️ by itskiranbabu | Powered by KeyRun AI

Awesome GitHub stars GitHub forks PRs Welcome


πŸ“– Table of Contents


🎯 What is MCP?

Model Context Protocol (MCP) is an open-source standard released by Anthropic in November 2024 that standardizes how AI applications connect to external data sources and tools.

Key Features

  • πŸ”Œ Universal Integration: One protocol for all AI-tool connections
  • πŸ—οΈ Client-Server Architecture: Clean separation of concerns
  • πŸ“‘ Multiple Transports: STDIO for local, HTTP+SSE for remote
  • πŸ”’ Secure by Design: Permission-based access control
  • πŸš€ Production Ready: Used by Claude, Cursor, and major AI platforms

Architecture

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   AI Host App   β”‚  (Claude Desktop, Cursor, etc.)
β”‚  β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”  β”‚
β”‚  β”‚MCP Client β”‚  β”‚
β”‚  β””β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”˜  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”˜
         β”‚ JSON-RPC 2.0
         β”‚
    β”Œβ”€β”€β”€β”€β”΄β”€β”€β”€β”€β”
    β”‚Transportβ”‚  (STDIO / HTTP+SSE)
    β””β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”˜
         β”‚
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  β”Œβ”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”  β”‚
β”‚  β”‚MCP Server β”‚  β”‚  (GitHub, Database, Files, etc.)
β”‚  β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜  β”‚
β”‚   Data Source   β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ’‘ Why MCP Matters

Before MCP

  • ❌ Custom integration for each AI-tool pair
  • ❌ Fragmented ecosystem
  • ❌ Difficult maintenance
  • ❌ Limited interoperability

With MCP

  • βœ… 55%+ productivity gains in AI workflows
  • βœ… One integration works with all MCP clients
  • βœ… Standardized protocol for consistency
  • βœ… Growing ecosystem of 13,000+ servers
  • βœ… Enterprise ready with security controls

πŸš€ Getting Started

Quick Start with Claude Desktop

  1. Install Claude Desktop

    # Download from https://claude.ai/download
    
  2. Configure MCP Server

    // ~/.claude/mcp_servers.json (macOS/Linux)
    // %APPDATA%\Claude\mcp_servers.json (Windows)
    {
      "mcpServers": {
        "filesystem": {
          "command": "npx",
          "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/files"]
        }
      }
    }
    
  3. Restart Claude Desktop

  4. Test Integration

    Ask Claude: "List files in my project directory"
    

Building Your First MCP Server

Python Example:

from mcp.server import Server
from mcp.types import Tool

server = Server("my-first-server")

@server.list_tools()
async def list_tools() -> list[Tool]:
    return [
        Tool(
            name="get_weather",
            description="Get current weather for a location",
            inputSchema={
                "type": "object",
                "properties": {
                    "location": {"type": "string"}
                }
            }
        )
    ]

@server.call_tool()
async def call_tool(name: str, arguments: dict):
    if name == "get_weather":
        location = arguments["location"]
        # Your weather API logic here
        return {"temperature": "72Β°F", "condition": "Sunny"}

if __name__ == "__main__":
    server.run()

TypeScript Example:

import { Server } from "@modelcontextprotocol/sdk/server/index.js";
import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js";

const server = new Server({
  name: "my-first-server",
  version: "1.0.0"
});

server.setRequestHandler("tools/list", async () => ({
  tools: [{
    name: "get_weather",
    description: "Get current weather",
    inputSchema: {
      type: "object",
      properties: {
        location: { type: "string" }
      }
    }
  }]
}));

const transport = new StdioServerTransport();
await server.connect(transport);

🌟 Official MCP Servers

Development Tools

Server Description Language Stars
@modelcontextprotocol/server-filesystem Secure file system access TypeScript ⭐⭐⭐⭐⭐
@modelcontextprotocol/server-github GitHub repository operations TypeScript ⭐⭐⭐⭐⭐
@modelcontextprotocol/server-git Git operations and history TypeScript ⭐⭐⭐⭐
@modelcontextprotocol/server-gitlab GitLab integration TypeScript ⭐⭐⭐⭐

Data & Databases

Server Description Language Stars
@modelcontextprotocol/server-postgres PostgreSQL database access TypeScript ⭐⭐⭐⭐⭐
@modelcontextprotocol/server-sqlite SQLite database operations TypeScript ⭐⭐⭐⭐
@modelcontextprotocol/server-memory Knowledge graph memory TypeScript ⭐⭐⭐⭐⭐

Cloud & Services

Server Description Language Stars
@modelcontextprotocol/server-google-drive Google Drive integration TypeScript ⭐⭐⭐⭐⭐
@modelcontextprotocol/server-slack Slack messaging TypeScript ⭐⭐⭐⭐
@modelcontextprotocol/server-google-maps Google Maps API TypeScript ⭐⭐⭐⭐

Utilities

Server Description Language Stars
@modelcontextprotocol/server-fetch Web content fetching TypeScript ⭐⭐⭐⭐
@modelcontextprotocol/server-brave-search Brave Search API TypeScript ⭐⭐⭐⭐
@modelcontextprotocol/server-puppeteer Browser automation TypeScript ⭐⭐⭐⭐⭐

🎨 Community MCP Servers

πŸ”₯ Top Community Picks

Development & DevOps

AI & Machine Learning

Databases & Storage

Communication & Collaboration

Web Scraping & Data

Finance & Business


πŸ’» MCP Clients

Production-Ready Clients

Client Platform Features Status
Claude Desktop Desktop Built-in MCP support βœ… Stable
Cursor IDE Code-first AI editor βœ… Stable
Zed IDE Collaborative coding βœ… Beta
Continue VS Code Open-source copilot βœ… Stable
Cline VS Code Autonomous coding βœ… Beta

Custom Client Libraries


πŸ› οΈ Development Tools

MCP Inspector

Debug and test MCP servers interactively:

npx @modelcontextprotocol/inspector npx @modelcontextprotocol/server-filesystem /path/to/files

MCP CLI

Command-line tools for MCP development:

# Install
npm install -g @modelcontextprotocol/cli

# Create new server
mcp create my-server --language typescript

# Test server
mcp test ./my-server

# Publish server
mcp publish

Testing Frameworks


πŸŽ“ AI Learning Resources

🌟 Comprehensive Courses

Beginner-Friendly

Platform Course Duration Cost
DeepLearning.AI AI Fundamentals Varies Free/Paid
Coursera AI Specializations 1-6 months Free trial
Fast.ai Practical Deep Learning Self-paced Free
Google ML Crash Course ML Fundamentals 15 hours Free

Advanced Learning

πŸ“– Essential Reading

Books

  • "Deep Learning" by Ian Goodfellow - The definitive textbook
  • "Hands-On Machine Learning" by AurΓ©lien GΓ©ron - Practical guide
  • "Pattern Recognition and Machine Learning" by Christopher Bishop
  • "The Hundred-Page Machine Learning Book" by Andriy Burkov

Research Papers

🎯 Hands-On Resources

Interactive Tutorials

Video Courses

πŸ† Certifications


πŸ“š Tutorials & Guides

Getting Started

  1. MCP Introduction - What is MCP?
  2. Architecture Overview - How MCP works
  3. Connect Local Servers - Setup guide
  4. Connect Remote Servers - Remote setup

Building Servers

Integration Guides


πŸ’Ž Best Practices

Server Development

βœ… Do's

  • Use TypeScript/Python SDKs for type safety
  • Implement proper error handling with descriptive messages
  • Add comprehensive logging for debugging
  • Follow security best practices (input validation, rate limiting)
  • Document your tools clearly with examples
  • Test thoroughly before publishing
  • Version your server semantically

❌ Don'ts

  • Don't expose sensitive data without permission
  • Don't skip input validation
  • Don't ignore error cases
  • Don't hardcode credentials
  • Don't skip documentation
  • Don't forget rate limiting

Security Checklist

  • Input validation on all parameters
  • Permission checks before operations
  • Rate limiting implemented
  • Secrets stored securely (env vars)
  • HTTPS for remote servers
  • Audit logging enabled
  • Error messages don't leak sensitive info
  • Dependencies regularly updated

Performance Tips

  • Cache frequently accessed data
  • Use connection pooling for databases
  • Implement pagination for large datasets
  • Add request timeouts
  • Monitor resource usage
  • Optimize database queries
  • Use async/await properly

🎯 Use Cases

Development Workflows

Code Review Assistant

User: "Review the last 5 commits in my repo"
MCP: Uses GitHub server β†’ Fetches commits β†’ Analyzes code
Claude: Provides detailed review with suggestions

Database Query Helper

User: "Show me users who signed up last week"
MCP: Uses PostgreSQL server β†’ Executes query
Claude: Formats results in readable table

Business Automation

Customer Support

User: "Summarize today's support tickets"
MCP: Uses Linear/Jira server β†’ Fetches tickets
Claude: Creates summary with priorities

Financial Analysis

User: "Analyze Q4 revenue trends"
MCP: Uses Stripe/QuickBooks server β†’ Gets data
Claude: Generates insights and visualizations

Content Creation

Blog Post Generator

User: "Write a blog post about MCP"
MCP: Uses Brave Search β†’ Research topic
Claude: Writes comprehensive article

Social Media Manager

User: "Post update about new feature"
MCP: Uses Twitter/LinkedIn servers β†’ Posts content
Claude: Confirms posting and engagement

🀝 Contributing

We welcome contributions! Please see our Contributing Guidelines for details.

How to Contribute

  1. Fork this repository
  2. Create a feature branch (git checkout -b feature/amazing-server)
  3. Commit your changes (git commit -m 'Add amazing MCP server')
  4. Push to the branch (git push origin feature/amazing-server)
  5. Open a Pull Request

Contribution Guidelines

  • Ensure servers are actively maintained
  • Provide clear descriptions
  • Include installation instructions
  • Test servers before submitting
  • Follow the existing format
  • Check for duplicates

πŸ“Š Statistics

  • 13,000+ MCP servers available
  • 100+ official integrations
  • 55%+ productivity improvement
  • Growing ecosystem daily

🌐 Community

Official Resources

Community Platforms

Learning Communities


πŸ“„ License

This project is licensed under the MIT License - see the LICENSE file for details.


🌟 Star History

Star History Chart


πŸ’– Acknowledgments

Curated by itskiranbabu | Powered by KeyRun AI

Special thanks to:

  • Anthropic for creating MCP
  • wong2 for the original awesome list
  • All contributors to the MCP ecosystem
  • The AI/ML community for amazing learning resources

πŸ“¬ Connect


Made with ❀️ by itskiranbabu

Empowering developers to build the future with AI and MCP

⬆ Back to Top

README mirrored from the source repository 3 months ago. The original is authoritative.

Questions

About Awesome MCP Servers

How do I install Awesome MCP Servers?

Run npx awesome-mcp-servers, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Awesome MCP Servers safe to use with an AI agent?

Its trust score is 56 out of 100 (fair). It passes 0 of 1 static security checks; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Awesome MCP Servers still maintained?

The last commit was 8 months ago, with 0 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.