Evaluation report

• Repository is reachable

  https://github.com/Azure-Samples/AI-Gateway @ e5d9922 — ★ 970 · Jupyter Notebook · MIT · last push 2 days ago

• Manifest detected

  kind=mcp slug=mcp-server-prm-graphapi · path=shared/mcp-servers/prm-graphapi · source=pyproject.toml

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/mcp-server-prm-graphapi

• Version is semver

  0.1.0

• Manifest present and parseable

  Manifest found at pyproject.toml.

• Name declared and well-formed

  Name "mcp-server-prm-graphapi" is well-formed.

• Version is semver

  Version 0.1.0.

• Description qualitywarn

  Only 5 words · 25 chars — more detail helps discovery

  Tell consumers what this artifact does in a full sentence.

• Description is substantivewarn

  Description is 5 words — thinner than the 8-word floor.

  Say what it does AND when to use it. A model choosing between tools has only this text to go on.

• Homepage or repository declaredwarn

  No homepage or repository declared.

  Add a "homepage" or "repository" field to pyproject.toml.

• README is present and substantial

  12,206 chars · 14 sections · 2 code blocks

• Tags / topics declared

  11 total — a2a, agents, apimanagement, autogen, azure, foundry (+5)

• License declaredwarn

  No license found.

  Add a LICENSE file at the artifact root, or declare a `license` field in the manifest. MIT and Apache-2.0 are the common choices.

• LICENSE file at repo root

  LICENSE.md

• No sensitive files in the repo

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

• No dependencies that impersonate popular packages

  14 dependencies, none impersonating a popular package.

• 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

• Tests detectedwarn

  no test/tests/__tests__/spec/t/ dirs, no JVM src/test/, and no JS/TS/Python/Go/Ruby/Elixir test files

  Add tests (even a smoke test). Consumers gauge maintenance quality by their presence.

• Recent activity

  last push 2 days ago

• CI configuration detected

  GitHub Actions (4 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.