doramirdor

doramirdor / NadirClaw

Public

Open-source LLM router & AI cost optimizer. Routes simple prompts to cheap/local models, complex ones to premium — automatically. Drop-in OpenAI-compatible proxy for Claude Code, Codex, Cursor, OpenClaw. Saves 40-70% on AI API costs. Self-hosted, no middleman.

ai ai-cost-reduction ai-router claude-code codex
250
31
100% credibility
Found Feb 17, 2026 at 46 stars 5x -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

NadirClaw is an open-source tool that acts as a smart middleman for AI chat requests, directing easy ones to low-cost or local models and hard ones to advanced paid models while mimicking standard chat services.

How It Works

1
🔍 Discover NadirClaw

You hear about a smart helper that saves money on AI chats by sending easy questions to free thinkers and tough ones to the best brains.

2
📦 Get it set up

With one simple command, you bring NadirClaw to your computer, like downloading a helpful app.

3
🧙 Run the friendly guide

A step-by-step wizard asks what AI friends you have and helps connect them so your helper knows who to ask.

4
🚀 Start your smart router

Hit go, and your personal AI traffic director wakes up, ready to handle chats on your local web spot.

5
💬 Chat smarter, spend less

Point your favorite AI tools or apps to it—they now automatically pick the right thinker for each question, feeling seamless and efficient.

💰 Save big on AI magic

You enjoy top answers without wasting money, as simple stuff goes cheap and complex gets premium power—your AI life just got better!

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Star Growth

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AI-Generated Review

What is NadirClaw?

NadirClaw is an open-source LLM router that automatically directs simple prompts to cheap or local models like Ollama or Gemini Flash, while sending complex ones to premium options like Claude Sonnet or GPT-4o. It acts as a self-hosted, OpenAI-compatible proxy server, so tools like Cursor, Continue, OpenClaw, or even curl just point to localhost:8856 and get smart routing without changes. Built in Python, it installs via pip or a one-liner script, with a CLI for setup, serving, classification testing, and usage reports.

Why is it gaining traction?

Unlike paid routers like OpenRouter, NadirClaw is fully open source and self-hosted, with no usage fees—perfect as a GitHub Copilot alternative or open source LLM API for cost control. It stands out with ~10ms classification, agentic task detection for tools/loops, reasoning overrides, rate-limit fallbacks, and session pinning to avoid mid-chat model switches. Devs love the OAuth logins (no API keys needed) and integrations that auto-configure OpenClaw or Codex.

Who should use this?

AI agent users running OpenClaw or Codex who mix local Ollama with cloud providers to cut bills. Frontend/backend devs in Cursor/Continue workflows needing automatic tiering for code gen without prompt engineering. Cost-conscious teams evaluating open source LLM comparisons or leaderboards, wanting a drop-in proxy for multi-provider setups.

Verdict

Grab it if you're prototyping open source LLM for coding—CLI reporting and profiles like "eco" deliver real savings fast. At 28 stars and 1.0% credibility, it's early (beta docs solid, but light tests); production teams wait for more polish, but solo devs get an automatic money-saver today.

(198 words)

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