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PyModel — AI, LLM, and machine learning solutions

Think first, then code.

Open-source tools for coding agents, UI engineering, and verifiable AI workflows.

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jev-judge-mcp: typed judgment tools for MCP agents. Model judges, policy decides: auto, review, or escalate.

uvx --from 'jev-judge-mcp[typesafe]' jev-judge-mcp setup     # verify and store your TypeSafe key
uvx --from 'jev-judge-mcp[typesafe]' jev-judge-mcp install   # add the server to your agents
uvx --from 'jev-judge-mcp[typesafe]' jev-judge-mcp doctor    # check the configuration, offline

Works with Claude Code, Claude Desktop, Codex, Cursor, OpenCode, Pi, omp, and Pythinker.

Projects

Coding agents

  • pythinker-code: our flagship terminal agent, with editor support over ACP
  • pythinker-cli: review-first shell agent that scans and debugs before it writes
  • claude-architect: Claude Code delegates to isolated CLI agents, then verifies before you merge
  • claude-agy-mcp: Claude Code to Antigravity CLI bridge with model fallback

UI and frontend

Verification and privacy

  • code-max: skill that requires real test evidence before an agent claims done
  • done-means-done: a task record and Stop hook that send agents back to unfinished work
  • watermark-remover: cleaner for hidden Unicode, token watermarks, and C2PA/EXIF metadata in your files

Work with us

Found a bug or have an idea? Open an issue in the relevant repository. For AI and machine learning work, contact [email protected] or visit pymodel.com.