Single tool 'detect_tools' has a reasonable description (127 chars, within 10-1024 range) but lacks a visible input schema in the provided source. The tool name uses a verb ('detect') but is somewhat generic. No parameter descriptions, type definitions, or output schema documentation are visible. The tool appears to be READ_ONLY (good security posture) but lacks the structured definition required for LLM-driven agent composition. Cannot verify schema presence from source code provided.

• Add explicit JSON Schema input definition with parameter types, descriptions, and constraints. Example: { 'type': 'object', 'properties': { 'search_path': { 'type': 'string', 'description': 'Directory to search for tools (default: user PATH)' }, 'include_bundled': { 'type': 'boolean', 'description': 'Include bundled tools (uv, Jupyter)' } }, 'required': [] }
• Rename tool to 'list_available_tools' or 'check_tool_availability' to clarify intent. Avoid generic verbs like 'detect'.
• Document output schema with example: { 'tools': [{ 'name': string, 'version': string, 'path': string, 'available': boolean, 'source': 'user_path' | 'bundled' }], 'total': number }
• Add per-parameter descriptions if tool accepts filters or options. State expected format, range, and allowed values.
• Consider HTTP transport for remote accessibility. STDIO limits integration with hosted MCP clients and cloud-based agents.