This server has 6 tools with mixed quality. Most tools have basic descriptions and schemas, but they lack depth, parameter descriptions, output schemas, and comprehensive error handling. The tool names follow action-verb conventions, which is positive. However, parameter descriptions are almost entirely missing, and output structure is not documented. The ping tool is deprecated in the MCP spec (removed as of 2026-07-28). The rag_search tool has an incomplete schema (top_k is not required but logically should be optional with a default). Overall definitions are sparse, averaging 48/100 per tool.

• Add parameter descriptions to ALL tools. Format: 'Parameter name (type, constraints): what it controls. E.g., top_k (integer, 1 - 100, default 10): maximum number of results to return.'
• Document output schemas for ALL tools. Specify field names, types, and what each field contains. E.g., rag_search returns [{doc_id: string, chunk_id: string, score: float, text: string, metadata: object}].
• Remove the 'ping' tool, it is deprecated in MCP 2026-07-28. Use request-level health checks instead (e.g., tool availability via capabilities).
• Consolidate list_tools and list_capabilities into a single tool with clear semantics. E.g., 'describe_system' returns both tools and capabilities in one call.
• Remove the 'echo' and 'add' tools unless they serve a specific multi-agent purpose. They add noise and complicate LLM tool selection.
• Add error handling guidance to rag_search: 'If no results found, suggest query refinement.' 'If database unavailable, error is retryable.'
• Add range constraints to numeric parameters. E.g., top_k: 'integer between 1 and 100, default 10'.
• For rag_search, document expected metadata fields returned (doc_id, chunk_id, source_type, etc.) and clarify which are guaranteed vs optional.

Inferred effective spec: <=2025-11-25.

• Relies on Logging (deprecated) - log to stderr or use OpenTelemetry