Evaluation report

• Repository is reachable

  https://github.com/IBM/AssetOpsBench @ ef918d4 — ★ 1,973 · Python · Apache-2.0 · last push yesterday

• Manifest detected

  kind=mcp slug=assetopsbench-mcp · source=pyproject.toml

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/assetopsbench-mcp

• Version is semver

  0.1.0

• Description qualitywarn

  Only 4 words · 25 chars — more detail helps discovery

  Tell consumers what this artifact does in a full sentence.

• README is present and substantial

  35,634 chars · 14 sections · 1 code block

• Tags / topics declared

  8 total — ai-for-physical-assets, condition-based-maintenance, hvac-maintenance, iot, llm-agents, model-context-protocol (+2)

• README has usage / example sections

  found: Quick Start · Example

• Homepage / docs URL declared

  no homepage declared (registry will use the repo URL) — info-only, not blocking

• 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 yesterday

• Tests detected

  17 test directories · 41 test files

• CI configuration detected

  GitHub Actions (3 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.