Server has 11 tools with basic descriptions and input schemas, but significant quality gaps. Most tool names lack clear action verbs (health, system_info, ram_usage are nouns). Descriptions are present but generic (avg ~120 chars, below 194-char baseline). Parameter descriptions exist but lack constraints, ranges, or format guidance. No output schemas documented. Error handling is minimal, no recovery guidance or actionable error messages. Security concern: execute tool accepts arbitrary shell commands with only whitelist validation; no rate limiting or audit trail visible. Tools like stream_logs expose authentication tokens as query parameters (anti-pattern). No tool annotations (readOnlyHint/destructiveHint). Composition is weak: run_crew and run_all_crews are separate when they could be unified with a parameter.

• Rename tools to start with action verbs: health→check_health, system_info→get_system_info, ram_usage→get_ram_usage, run_all_crews→run_crews (with optional 'all' parameter).
• Document output schemas for all tools. Example: health returns {status: string, services: [{name: string, status: string, latency_ms: number}]}. Include required fields for chaining.
• Add tool annotations: mark read-only tools with readOnlyHint=true; mark destructive tools (execute, run_crew, memory_write) with destructiveHint=true; mark idempotent tools accordingly.
• Move authentication token from query parameter to Authorization header (Bearer token). Never expose secrets in URLs.
• Add input validation and error recovery guidance to execute tool: reject commands not in whitelist, return 'Command not allowed. Allowed: git, npm, python, pytest' instead of generic error. Add rate limiting (e.g., 10 calls/min per agent).