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StarTrail-org/PixelRAG

StarTrail-org / PixelRAG

Dev Agents & ProgramsPythonApache-2.0

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

10.1kstars
870forks
20open issues
2026-10-01last pushed
Apache-2.0license

What it is, and how people use it

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/ It sits on the Dev Agents & Programs shelf of the catalog, maintained by @StarTrail-org.

✓Drop-in for Claude Code, Codex CLI and Cursor - install and it just runs.
✓Read the SKILL.md / README first; most setups are one command from the docs.
✓Teams use it to standardise how agents behave across every repo in the org.
agentaimemorymultimodalrag
arxiv.org/pdf/2606.28344

Why builders keep it installedDev Agents & Programs benefits

Day-one leverage

These CLIs and dashboards solve one job well and install with a single command. Value shows up in the first hour, not after a config weekend.

Composes with your agent

Most of them ship an MCP server, skill or hooks - so the same tool you use manually becomes an action your agent can call safely.

Built under real workloads

Star counts here track repos people actually run daily: the issue history shows bug classes fixed under production pressure, not demo-week polish.

Free and open source

Every tool on this page ships under an open license and can be self-hosted. Your usage data and your configs stay yours.

Contributorsloading from GitHub…

Languagesestimated from snapshot

  • Python 85.0%
  • Shell 11.2%
  • JavaScript 3.7%

Community pulsesnapshot ratios, normalized

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