- Reliability 6/20
- No server manifest was cached, and no actual CI workflow file contents or committed test files were supplied as evidence — only indirect README signals like a build-status badge, semantic-release, and Nx Cloud. The four MCP tools (list_skills, search_skills, read_skill, fetch_skill_files) are described in a single line each, so there is no way to verify that declared tool schemas match real behavior, nor whether errors/dependencies are controllable. Per the static calibration rule, without verifiable execution evidence the score cannot exceed 12; a 6 reflects a plausible happy path but no reviewable proof.
- Security and permissions 12/20
- The four MCP tools appear, from their descriptions, to be read-only catalog browsing/search/fetch operations with no evident dangerous side effects (no delete/pay/remote-exec). The README claims defense-in-depth (sanitization, path isolation, symlink guards, atomic lockfile, audit trail) and Snyk Agent Scan scanning, but these claims are attributed to the CLI install flow rather than the MCP server itself, and the referenced SECURITY.md/threat-model content was not included in the evidence, so implementation details can't be verified. Network boundaries for CDN fetches and local cache write behavior are not clearly disclosed. No red-line risk is evident (no credential theft or covert exfiltration found), but incomplete scoping/data-flow disclosure warrants a deduction to 12.
- Maintenance 15/20
- The repo shows 4988 stars, only 8 open issues, is not archived, uses semantic-release for publishing, has npm version/download badges, and has both a CONTRIBUTING.md and a referenced SECURITY.md (vulnerability reporting channel) — signs of active governance. However, the repository-level license metadata is 'NOASSERTION', which doesn't cleanly match the README's claimed dual MIT (engine code) / CC-BY-4.0 (skill content) licensing, introducing licensing ambiguity. This nets a moderate deduction, landing at 15.
- Documentation 13/20
- The README provides fairly thorough coverage of the overall project, CLI usage, and installation, with a dedicated MCP server section including a tool table and a JSON install snippet, and it points to packages/mcp/README.md for full client setup and an error reference — but that sub-document's actual content was not provided in the evidence, so tool parameters, response formats, limits, timeouts, and cost/troubleshooting details cannot be verified as truly complete. Layered documentation links exist but key sub-document content is missing, so the score is reduced to 13.
- Setup experience 13/20
- The README supplies a concise, standard MCP client JSON install example (npx -y @tech-leads-club/agent-skills-mcp) that matches common MCP configuration conventions, appearing simple and low-friction. Per the static calibration rule, without actual execution evidence (no CI/test content proving the npx command successfully starts and completes the MCP init/tool-list handshake), the score cannot be rated highly; 13 reflects 'plausibly works but unverified/manual confirmation needed.'