Evaluation report

• Repository is reachable

  https://github.com/stripe/ai @ 89ffbee — ★ 1,730 · TypeScript · MIT · last push yesterday

• Manifest detected

  kind=mcp slug=stripe-agent-toolkit · path=tools/python · source=pyproject.toml

• Slug is URL-safe

  "stripe-agent-toolkit" matches /^[a-z0-9][a-z0-9-]{0,62}$/

• Slug is unique within kind

  No collision found for mcp/stripe-agent-toolkit

• Version is semver

  0.7.0

• Manifest present and parseable

  Manifest found at pyproject.toml.

• Name declared and well-formed

  Name "stripe-agent-toolkit" is well-formed.

• Version is semver

  Version 0.7.0.

• Description qualitywarn

  Only 3 words · 20 chars — more detail helps discovery

  Tell consumers what this artifact does in a full sentence.

• Description is substantivewarn

  Description is 3 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

  2,089 chars · 4 sections · 5 code blocks

• Tags / topics declared

  7 total — ai, llm, llm-agents, mcp, python, typescript (+1)

• 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.

• No undocumented network destinationswarn

  1 network destination the documentation does not mention. stripe_agent_toolkit/shared/constants.py:4 — undocumented host mcp.stripe.com

  Document these destinations, or move them into configuration.

• LICENSE file at repo root

  LICENSE

• No sensitive files in the repo

• 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

  9 test directories · 47 test files

• CI configuration detected

  GitHub Actions (5 workflows)

• Maintenance activity · queued

  No commit timestamp available for this source.

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.