A local-first MCP framework that lets any MCP-speaking AI work with your own data — your Wardrobe stays on your machine, with server-side analytics, consent gates, cost gates, and a durable audit log.
Three tools with basic descriptions but significant schema and parameter documentation gaps. Tool names follow verb_noun convention (tailor_fitting_room_scaffold, tailor_walkthrough_section, vault_rescan), which is good. However, descriptions lack actionable context for LLM selection. tailor_fitting_room_scaffold and vault_rescan have minimal parameter documentation. tailor_walkthrough_section's section parameter lacks enum constraints or range documentation. No output schemas are documented. Error handling and recovery guidance are absent. The server exposes internal implementation details (v6.9.0, v6.12.0, ADR references) in descriptions rather than user-facing intent.
MCP-tool version of v6.9.0 fitting-room scaffolding. Scaffolds the demo cohort with CSV fixtures, vault initialization, and user_config.json setup.
MCP-tool version of the v6.12.0 architectural showcase. Single tool, 5 sections. Replaces the v6.10.5 `tailor walkthrough` CLI command (ADR 0040).
Rescan the vault directory and update the SQLite index (vault.db) with new, modified, or deleted moments.
No output schemas documented. LLMs cannot infer what fields to expect from tool responses, forcing them to guess at downstream field names and types.
tailor_walkthrough_section accepts section as integer (1-5) but lacks enum constraint or range documentation in parameter description. LLMs may pass invalid values like 0 or 10.
Descriptions reference internal version numbers and ADRs (v6.9.0, v6.12.0, ADR 0040) instead of user-facing intent. LLMs cannot determine when to call these tools based on user requests.
tailor_fitting_room_scaffold variant parameter lacks enum constraint. Description says 'e.g., cohort, realistic' but does not declare these as the only valid options.
Inferred effective spec: <=2025-11-25.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 39 | <=2025-11-25 | v2 |
No error handling or recovery guidance. Tools do not document what happens on failure, whether errors are retryable, or what the LLM should do next.