21 tools with mostly complete schemas and descriptions, but several consistency issues and gaps reduce overall quality. All tools have descriptions (10-200+ chars) and input schemas with type definitions. However, parameter descriptions vary significantly in quality and actionability. Output schemas are not documented. Error handling is present but generic. Tool naming follows verb_noun patterns consistently. Composition is clean, tools are single-responsibility. Major gaps: no output schema documentation, missing per-parameter descriptions in some tools, no error recovery guidance, no idempotency hints for write operations.

• Document output schemas for all 21 tools using a consistent format (e.g., JSON Schema or TypeScript interface comments). Include required fields, types, and examples. This enables LLMs to predict return structure and plan chaining.
• Add idempotency hints and dry-run support to write operations. For fin_deepagent_threads (create), return a stable ID so repeated creates with the same title/threadId are idempotent. For strategy_publish, add a 'dry_run' param to validate without publishing.
• Enhance error responses with recovery guidance. Instead of { success: false, error: 'Thread not found' }, return { success: false, error: 'Thread not found', suggestion: 'Call fin_deepagent_threads with action=list to see available threads.' }
• Add explicit min/max constraints to pagination params. E.g., 'limit (1-100, default 10)' and 'offset (0 to total_count, default 0)'. Include what happens at boundaries (e.g., 'offset beyond total returns empty list').
• Clarify ID format acceptance in descriptions. For strategy_get_info and strategy_fork, specify: 'strategyId can be a UUID (e.g., 550e8400-e29b-41d4-a716-446655440000) or a Hub URL (e.g., https://hub.example.com/strategies/550e8400-e29b-41d4-a716-446655440000). If a URL is provided, the ID is extracted automatically.'
• Expand descriptions for multi-step patterns. For fin_deepagent_research_submit → poll → finalize, add: 'Step 1: Call fin_deepagent_research_submit to start research (returns taskId). Step 2: Poll fin_deepagent_research_poll every 30-60s until done=true (max polling duration 10 minutes). Step 3: Call fin_deepagent_research_finalize to retrieve the full report.'