Evaluation report

• Repository is reachable

  https://github.com/lyonzin/knowledge-rag @ f433745 — ★ 221 · Python · MIT · last push today

• Manifest detected

  kind=mcp slug=knowledge-rag · source=pyproject.toml

• Slug is URL-safe

  "knowledge-rag" matches /^[a-z0-9][a-z0-9-]{0,62}$/

• Slug is unique within kind

  No collision found for mcp/knowledge-rag

• Version is semver

  4.5.0

• Description quality

  23 words · 133 chars — "Local RAG System for Claude Code — Hybrid search + Cross-encoder Reranking + 13 …"

• README is present and substantial

  77,333 chars · 16 sections · 53 code blocks

• Tags / topics declared

  20 total — antigravity, claude, claude-code, claude-code-cli, codex, cursor-ai (+14)

• README has usage / example sections

  found: Installation · Usage · Quick Start

• Homepage / docs URL declared

  https://pypi.org/project/knowledge-rag/

• LICENSE file at repo root

  LICENSE

• No sensitive files in the repo

  scanned for .env, credentials.json, *.pem, .ssh/, AWS / GCP configs — none found

• MCP: launch path

  launch declared in pyproject.toml

• MCP: @modelcontextprotocol/sdk in dependencies

  non-Node server (pyproject.toml) — uses its language's MCP SDK

• MCP: ESM package

  non-Node server (pyproject.toml) — n/a

• MCP: server surface

  0 tools

• Recent activity

  last push today

• Tests detected

  1 test directory · 30 test files

• CI configuration detected

  GitHub Actions (6 workflows)

This artifact hasn't produced behavioral results yet: the evaluation sandbox couldn't run it (it may need credentials we don't provide, or a build our environment doesn't support). That's a limitation of our environment, not a verdict on the artifact.