Evaluation report

• Repository is reachable

  https://github.com/Lyellr88/MARM-Systems @ f9f47f0 — ★ 305 · Python · Apache-2.0 · last push today

• Manifest detected

  kind=mcp slug=marm-mcp-server · path=marm-mcp-server · source=server.json

• Slug is URL-safe

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

• Slug is unique within kind

  No collision found for mcp/marm-mcp-server

• Version is semver

  2.14.2

• Description quality

  11 words · 78 chars — OK but more detail helps

• README is present and substantial

  23,026 chars · 13 sections · 8 code blocks

• Tags / topics declared

  15 total — agent-swarms, claude, developer-tools, docker-image, embeddings, fastapi (+9)

• README has usage / example sections

  found: Quick start

• Homepage / docs URL declared

  https://github.com/Lyellr88/MARM-Systems

• 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 server.json

• MCP: @modelcontextprotocol/sdk in dependencies

  non-Node server (server.json) — uses its language's MCP SDK

• MCP: ESM package

  non-Node server (server.json) — n/a

• MCP: server surface

  0 tools

• Recent activity

  last push today

• Tests detected

  2 test directories · 33 test files

• CI configuration detected

  GitHub Actions (2 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.