- Reliability 4/20
- Only the README and repository metadata were supplied; no server source, tests, or CI configuration are available. The MCP initialization handshake, tool list, and real tool behavior cannot be verified. The README describes a plausible happy path, but without reproducible execution evidence the score must be conservative.
- Security and permissions 2/20
- The README describes a Houdini plugin listening on localhost:9876 and handling commands such as creating/modifying nodes and executing code, with no mention of authentication, authorization, or user confirmation. This is effectively an unauthenticated local command-execution service that any local process could trigger, an unmitigated remote-command default risk. This triggers the red line, so security is scored at 2.
- Maintenance 6/20
- The repository is not archived and has an MIT license, but there is no evidence of commit history, releases, dependency updates, a security response channel, or issue responsiveness. Stars and open-issue counts are discovery signals only and do not count toward the score. Maintenance activity is therefore unverified and scored conservatively.
- Documentation 8/20
- The README includes installation steps, uv usage, Claude Desktop/Cursor configuration, and optional OPUS integration, but it lacks tool parameter references, functional limitations, cost details, and testing guidance. The table of contents promises Testing & Usage and Troubleshooting sections that are not present in the supplied content. Documentation is usable but has hidden assumptions and notable gaps.
- Setup experience 8/20
- The setup instructions are fairly detailed, covering folder layout, a Shelf Tool, packages integration, and Claude Desktop configuration examples. However, the process is manual, Windows-centric, and relies on copying files and configuring paths by hand. No automated verification, CI workflows, or committed tests were provided. Under the static calibration, setup cannot exceed 15 without verifiable execution evidence, and none is present.