Evaluation report

• Repository is reachable

  https://github.com/HKUDS/nanobot @ a7b8a9e — ★ 45,105 · Python · MIT · last push today

• Manifest detected

  kind=mcp slug=nanobot-ai · source=pyproject.toml

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/nanobot-ai

• Version is semver

  0.2.2

• Description qualitywarn

  Only 6 words · 45 chars — more detail helps discovery

  Tell consumers what this artifact does in a full sentence.

• README is present and substantial

  33,721 chars · 13 sections · 17 code blocks

• Tags / topics declared

  13 total — ai, ai-agent, ai-agents, anthropic, chatgpt, claude (+7)

• README has usage / example sections

  no labeled section but 17 code blocks document usage

• Homepage / docs URL declared

  https://nanobot.wiki

• 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

  2 test directories · 289 test files

• CI configuration detected

  GitHub Actions (1 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.