Lians-ai/Lians

Overview

Evidence-backed proof of done for Claude Code, Codex, Cursor, and other AI coding agents. Run real checks, bind results to current Git state, and know what is ready for human review.

Best for

Best for
Developers using AI coding agents who need verifiable proof before merging changes

Use cases

• Run real checks on AI-generated code
• Bind verification results to Git commits
• Determine when code is ready for human review

How to use

Install

pip install "lians-sdk[local]"

Tested with

Claude Code, Cursor

Notes

Evidence-backed proof of done for Claude Code, Codex, Cursor, and other AI coding agents. Run real checks, bind results to current Git state, and know what is ready for human review.

10 stars on GitHub. Last updated 2026-09-07. Licensed Apache-2.0.

Use cases

• Run real checks on AI-generated code
• Bind verification results to Git commits
• Determine when code is ready for human review

Pros

• Works with multiple AI coding agents
• Provides evidence-backed verification tied to Git state
• Simple Python-based tool for integration

Cons

• Low star count indicates minimal community validation
• Requires Python environment to run
• Limited documentation or support due to early stage

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.