OptiLLM MCP Server - Achieve 2-10x Accuracy Improvements | Shyft

optillm

pipVerified

Optillm is an inference proxy that improves LLM accuracy on reasoning tasks. It connects to LLMs via API, providing optimized inference without retraining. Developers use it to enhance model performance for tasks requiring logical reasoning.

3,3202640Updated 4 weeks ago

Overview

Optillm is an inference proxy that improves LLM accuracy on reasoning tasks. It connects to LLMs via API, providing optimized inference without retraining. Developers use it to enhance model performance for tasks requiring logical reasoning.

Installation

1Install the package

pippip install optillm

2Add to Claude

Add this configuration to your claude_desktop_config.json:

claude_desktop_config.json

{
  "mcpServers": {
    "algorithmicsuperintelligence-optillm-github": {
      "command": "uvx",
      "args": [
        "pip install optillm"
      ]
    }
  }
}

3Verify installation

Restart Claude Desktop, then ask:

"What tools do you have available from optillm?"

Prerequisites

Python 3.10 or higher
pip or uv package manager
Claude Desktop or Claude API access
API key for optillm

Configuration

API Key Required

This server requires an API key from optillm. Add it to your environment or config.

Variable	Required	Description
OPTILLM_API_KEY	Yes	Your optillm API key

Usage Examples

List Resources

"What resources are available in optillm?"

Claude will query available resources and return a list of what you can access.

Get Details

"Show me details about [specific item] in optillm"

Claude will fetch and display detailed information about the requested item.

Create New

"Create a new [item] in optillm with [details]"

Claude will use the appropriate tool to create the resource and confirm success.

Works with optillm

Smart ring for digital payments

Build and deploy AI models through APIs and tools

AI phone agents that convert leads into sales

Browse all tools |Check your stack

Related skills

Browse all skills

intelligent-claude-code

@intelligentcode-ai

Business_Intelligence_Machine_Learning

@AprilXiaoyanLiu

Shyft AI Presentation and Data Storytelling Mastery

Strategic Visual Storytelling with Perplexity and Claude

Strategic Visual Storytelling Using Claude and Perplexity

Need help with MCP integration?

We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.

View implementation services