This server has severe definition quality issues. Tool definitions are minimal and lack critical structure. execute_skill_action has no visible input schema in the source code. forecast_outcomes has a partial schema visible in the description but no formal JSON Schema definition in the code. Both tools have extremely brief descriptions (under 100 chars) that fail to explain WHEN to use them, WHAT they return, or HOW they differ. No error handling guidance, no parameter validation rules, no output schema documentation. The server appears to be a stub implementation rather than a production-ready MCP server.

• Add formal JSON Schema definitions for both tools. execute_skill_action must declare all input parameters with types and descriptions. forecast_outcomes schema is partially visible but must be formalized in code.
• Expand tool descriptions to 100-200 characters. Include: (1) what the tool does, (2) when to use it vs similar tools, (3) what it returns. Example: 'Forecast quarterly revenue and deal win probability based on historical pipeline data. Use this to predict Q3 outcomes before running deals. Returns projected_quarterly_revenue_usd, win_probability_pct, high_risk_deals_count.'
• Document output schemas explicitly. For forecast_outcomes, specify: {projected_quarterly_revenue_usd: number, high_risk_deals_count: integer, win_probability_pct: number}. For execute_skill_action, define what fields are returned.
• Add parameter descriptions. target_quarter currently has no description explaining format (Q3_2026 vs 2026-Q3 vs other formats). deal_history_data needs clarification on required fields per deal object.
• Implement error handling with recovery guidance. E.g., 'Invalid deal_history_data: missing required field "stage" in deal DEAL_801. Ensure each deal has: deal_id (string), amount (number), stage (string), days_in_stage (integer).'