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repo wanxingai/LightAgent
url https://github.com/wanxingai/LightAgent
content_timestamp 2026-06-02
time_slice 2026-06
timestamp_source web_observed_public_github_page_2026_06_05_1543
collected_at 2026-06-05 15:43:00 +0800
source github

GitHub - wanxingai/LightAgent: LightAgent is a lightweight Python agent framework that combines persistent memory, MCP integration, native skills, LightSwarm collaboration, and newly surfaced LightFlow workflow orchestration into a small-footprint self-learning runtime.

Source: https://github.com/wanxingai/LightAgent

Raw public page capture notes

This raw-style public GitHub page capture was refreshed by the hourly public metadata update. Shell GitHub API access remained blocked in this workspace, so freshness is web-observed rather than API-verified.

Visible repository metadata

  • Repository: wanxingai/LightAgent
  • URL: https://github.com/wanxingai/LightAgent
  • Stars: 1100
  • Forks: 141
  • Commits: 104
  • Issues: 7
  • Pull requests: 1
  • License: Apache-2.0
  • Primary language / stack signal: Python/MCP/mem0/Agent Skills/LightFlow
  • Latest visible dated signal: 2026-06-02
  • Collection timestamp: 2026-06-05T15:43:00+08:00

Visible README / page excerpts

  • The public GitHub page showed 1.1k stars, 141 forks, 7 issues, 1 pull request, 104 commits, and 20 releases with v0.7.5 latest on 2026-06-01.
  • README news adds a 2026-06-02 LightFlow workflow orchestration update on top of earlier trace observability and native-skill releases.
  • Visible features include persistent mem0-backed memory, MCP over stdio/SSE, LightSwarm multi-agent collaboration, adaptive tool filtering, and self-learning claims.
  • The repository now ships multilingual READMEs, docs, FAQ, tests, skills, mcp examples, and memory security guidance rather than only a minimal starter kit.

Raw capture boundary

No benchmark was run, no source clone was modified, and no private or authenticated metadata was used. This file preserves public page evidence for downstream classification, model-card analysis, public reports, and the site index.