S Lmstudio

One-click installers for Model Context Protocol (MCP) servers that enable LM Studio models to collaborate, query each other, and work together through async operations.

🎯 Quick Install

Click any button below to install MCP servers directly into LM Studio:

Production Servers

Server	Description	Install	Docs
Concurrent Multi-Agent	Query multiple models simultaneously with connection pooling	🚀 Install	📖 Docs
Code Reviewer	Automated code review using 30B+ models	🚀 Install	📖 Docs
Oracle Database	Connect LM Studio to Oracle databases	🚀 Install	📖 Docs
MongoDB	MongoDB operations from LM Studio	🚀 Install	📖 Docs

Experimental Servers

Server	Description	Install	Status
Agent Orchestrator	Coordinate multiple specialized agents	🧪 Install	Beta
VRAM Manager	Auto-manage model loading within VRAM limits	🧪 Install	Alpha

💡 What is MCP?

Model Context Protocol (MCP) allows LM Studio models to:

• 🔄 Query other models - One model can ask another for help
• 🚀 Run concurrently - Multiple models working in parallel
• 🛠️ Use tools - Connect to databases, APIs, and services
• 🤖 Self-referential AI - Models can improve their own responses

📊 Model Requirements

Based on extensive testing, here are the minimum model requirements for effective tool use:

Task Complexity	Minimum Model	VRAM	Use Cases
Simple	qwen2.5-coder-14b	8.5GB	Basic function calls, single tools
Medium	codestral-22b	13.5GB	Multi-step workflows, sequential logic
Complex	qwen3-coder-30b	18GB	Nested workflows, dynamic selection
Expert	qwen3-32b	19.5GB	Error handling, production systems

🔧 Installation Methods

Method 1: One-Click Web Installer (Recommended)

1. Click any install button above
2. Your browser will open the installer page
3. Click "Install in LM Studio"
4. LM Studio will prompt to add the server

Method 2: Direct Deeplink

Copy and paste these links into your browser:

# Concurrent Multi-Agent Server
lmstudio://add_mcp?name=lmstudio-concurrent&config=eyJjb21tYW5kIjoicHl0aG9uMyIsImFyZ3MiOlsiL3BhdGgvdG8vbG1zdHVkaW9fYnJpZGdlLnB5Il0sImVudiI6eyJMTVNUVURJT19BUElfQkFTRSI6Imh0dHA6Ly9sb2NhbGhvc3Q6MTIzNC92MSJ9fQ==

Method 3: Manual Configuration

Add to ~/.lmstudio/mcp.json:

{
  "mcpServers": {
    "lmstudio-concurrent": {
      "command": "python3",
      "args": ["/path/to/lmstudio_bridge.py"],
      "env": {
        "LMSTUDIO_API_BASE": "http://localhost:1234/v1"
      }
    }
  }
}

Method 4: CLI Installation

# Using the installer generator
python3 generate_installer.py --preset concurrent --open

# Or directly with LM Studio CLI
lmstudio mcp add-json 'lmstudio-concurrent' '{"command":"python3","args":["/path/to/server.py"]}'

🎨 Create Your Own MCP Server

Quick Start Template

# my_mcp_server.py
from mcp import server
import asyncio

@server.tool()
async def my_tool(param: str) -> str:
    """Your tool description"""
    return f"Processed: {param}"

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

Generate Installer

# Clone this repo
git clone https://github.com/samscarrow/mcp-servers-lmstudio.git
cd mcp-servers-lmstudio

# Generate installer for your server
python3 scripts/generate_installer.py \
  --name "my-server" \
  --script "/path/to/my_mcp_server.py" \
  --output installers/my-server.html \
  --open

📈 Performance Benchmarks

Configuration	Response Time	Throughput	VRAM Usage
Single 14B Model	2.3s	26 tokens/s	8.5GB
2x 14B Concurrent	2.4s	52 tokens/s	17GB
4x 14B Concurrent	2.8s	95 tokens/s	33GB*
1x 30B Model	4.1s	18 tokens/s	18GB

*Using JIT loading with auto-unload

🛡️ Security

⚠️ Important: MCP servers can execute code on your system. Only install servers from trusted sources.

Each installer shows:

• Full configuration before installation
• File paths and permissions required
• Environment variables used
• Network endpoints accessed

🤝 Contributing

We welcome contributions! To add your MCP server:

1. Fork this repository
2. Add your server to installers/
3. Create documentation in docs/
4. Submit a pull request

Server Requirements

• Async/await support for concurrent operations
• Proper error handling
• Documentation with examples
• Security considerations documented
• Tested with LM Studio v0.3.0+

📚 Resources

• LM Studio Documentation
• MCP Specification
• Example MCP Servers
• LM Studio Discord

📜 License

MIT License - See LICENSE file for details.

🙏 Acknowledgments

• LM Studio team for the amazing local LLM platform
• Anthropic for the Model Context Protocol specification
• Contributors who've shared their MCP servers

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Made with ❤️ by the LM Studio community

Last updated: 2025-01-30