Evaluation report

• Repository is reachable

  https://github.com/Arize-ai/openinference @ 3f8994b — ★ 1,078 · Python · Apache-2.0 · last push today

• Manifest detected

  kind=mcp slug=openinference-instrumentation-mcp · path=python/instrumentation/openinference-instrumentation-mcp · source=pyproject.toml

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/openinference-instrumentation-mcp

• Version is semver

  0.1.0

• Description qualitywarn

  Only 3 words · 33 chars — more detail helps discovery

  Tell consumers what this artifact does in a full sentence.

• README is present and substantial

  37,579 chars · 9 sections

• Tags / topics declared

  19 total — aiops, gemini, hacktoberfest, haystack, langchain, langraph (+13)

• README has usage / example sections

  found: Example · Example

• Homepage / docs URL declared

  https://arize-ai.github.io/openinference/

• 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

  35 test directories · 205 test files

• CI configuration detected

  GitHub Actions (22 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.