Multi-agent RAG system with ChromaDB, Ollama, and MCP integration. Provides MCP endpoints for semantic search, ChromaDB management, Ollama monitoring, and GPU status.
Critical failures across all dimensions. The single tool 'search_vault' is explicitly DISABLED as of 2025-10-06 per its own description ('DISABLED as MCP tool'). No active, functional tools are exposed. Input schema is present (query, n_results, collection) but the tool itself is non-operational. Description acknowledges redundancy and replacement by 'auto_search_vault router'. Source code excerpt is incomplete (truncated mid-function), preventing full assessment of implementation quality. No evidence of parameter descriptions, error handling, or output schema documentation in visible code.
Search the Obsidian vault using ChromaDB semantic search. DISABLED as MCP tool 2025-10-06: Redundant - replaced by auto_search_vault router (80% usage). Kept as internal function for search_conversations dependency.
Tool is explicitly disabled and non-functional. Description states 'DISABLED as MCP tool 2025-10-06: Redundant - replaced by auto_search_vault router'. No active tools are exposed to MCP clients.
No parameter descriptions visible. Schema defines 'query', 'n_results', 'collection' with types but no descriptions explaining what each controls, valid ranges, or constraints. LLMs cannot infer parameter semantics from names alone.
No output schema documented. Tool description does not specify what fields are returned, their types, or structure. LLMs cannot plan downstream operations without knowing response format.
Tool description is vague and self-referential. States 'Search the Obsidian vault using ChromaDB semantic search' but then immediately declares the tool disabled. No guidance on when/why to use it or what it returns.
Inferred effective spec: <=2025-11-25.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 37 | <=2025-11-25 | v2 |
Source code excerpt is incomplete (truncated mid-function in extract_temporal_metadata). Cannot verify error handling, input validation, security measures, or actual tool registration logic.