KBNavt MCP server has 4 tools with basic schemas and descriptions, but significant gaps in parameter documentation and output schema specification. All tools are READ_ONLY and properly named with action verbs (list_, read_, search_). Descriptions exist but are minimal (10-50 chars, below the 194-char baseline). Input schemas are present but lack parameter descriptions, critical for LLM reasoning. No output schemas documented. Error handling is minimal. The server demonstrates basic MCP capability but falls short of production quality.

• Add parameter descriptions to all tools. For 'path': 'Relative path to document from KB root (e.g., docs/guide.md). Use forward slashes.' For 'section': 'Exact section/header title as it appears in the document (case-sensitive).'
• Document output schemas for each tool. E.g., list_documents returns {documents: [{path: string, title: string, size: int}]}. read_document returns {content: string, path: string, lastModified: ISO8601}.
• Expand tool descriptions to 100-200 chars. E.g., 'List all documents in the knowledge base. Returns document paths and metadata. Use this to discover available documents before reading. For targeted search, use search_documents instead.'
• Add error recovery guidance. E.g., 'If document not found, try search_documents() with a keyword from the title. Available documents: [list top 5].'
• Constrain search_documents limit: 'Maximum results to return (1-100, default 10). Larger limits may timeout on large knowledge bases.'

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

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