Critical gaps across all dimensions. Tool definitions exist in mcp.json but lack input schemas, parameter descriptions, and output documentation. Descriptions are present but minimal (10-20 chars avg). No evidence of parameter types, constraints, or error handling guidance. Tools are read-only (low risk) but unsuitable for production agent use without substantial schema work. STDIO transport limits remote accessibility.

• Add complete JSON Schema input definitions for all 12 tools. Include parameter names, types (string, number, boolean, array), required/optional flags, and constraints (enum, minLength, maxLength, pattern, minimum, maximum).
• Expand tool descriptions to 100-200 chars. Template: '[ACTION] [WHAT]. Use when [WHEN]. Returns [FIELDS]. Requires [PREREQS].' Example: 'Search SAP consulting firms by name, location, or specialization. Use to find potential partners or vendors. Returns firm_id, name, location, specialization, headcount. Requires search term.'
• Document output schemas for each tool. Specify field names, types, and whether they are required. Include pagination metadata (total_count, next_cursor, has_more) for search tools.
• Add pagination parameters (limit: 1-100 default 20, offset/cursor) to all find_* and search_* tools. Document max result limits in descriptions to prevent context window exhaustion.
• Add error handling guidance: document common failure modes (not found, invalid input, rate limit) and recovery steps. Example: 'If firm not found, try search_firms() with partial name or location filter.'