Evaluation report

• Repository is reachable

  https://github.com/AgentToolkit/altk-evolve @ d44a402 — ★ 95 · Python · Apache-2.0 · last push today

• Manifest detected

  kind=mcp slug=altk-evolve · source=pyproject.toml

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/altk-evolve

• Version is semver

  1.1.4

• 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

  9,371 chars · 7 sections · 14 code blocks

• Tags / topics declared

  19 total — agent-learning, agent-memory, agentic-workflows, ai-agents, claude-code, claude-code-plugin (+13)

• README has usage / example sections

  found: Quick Start · Quick Start · Installation

• Homepage / docs URL declared

  https://agenttoolkit.github.io/altk-evolve/

• 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

  1 test directory · 61 test files

• CI configuration detected

  GitHub Actions (5 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.