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@zfy465914233 zfy465914233 released this 01 Jun 02:53
· 103 commits to main since this release

Scholar Agent v0.1.0

Initial release of Scholar Agent — a knowledge flywheel MCP server for AI-powered research and knowledge accumulation.

Features

  • Knowledge Flywheel — Ask → Research → Accumulate → Retrieve. Every query compounds.
  • MCP Server — 14 tools (6 core + 8 academic), integrates with Claude Code and VS Code Copilot
  • Academic Pipeline — arXiv/DBLP/Semantic Scholar search, 4-dim scoring, deep analysis notes, figure extraction
  • BM25 Local Index — Fast local retrieval, works offline
  • Obsidian Compatible — Markdown + YAML frontmatter + [[wiki-links]]
  • Knowledge Lifecycle — draft → reviewed → trusted → stale → deprecated
  • Cross-platform — macOS, Linux, Windows

Install

pip install py-scholar-agent
scholar-agent init

Stats

  • 276 tests, all passing
  • Python 3.10 – 3.13
  • MIT License