This server exhibits severe quality gaps across naming, descriptions, and schemas. Of 8 tools, 3 share identical descriptions ('Get name from swapi api.') which are misleading and uninformative. Tool naming is inconsistent (duplicate 'get_swapi_character' at tools 4 and 7). Parameter descriptions are minimal or generic. No input validation guidance, no error handling documentation, and no output schemas are visible in the code. The yfinance tools (1-2) show basic structure but lack proper parameter validation. The github_deploy tool (3) has a description mismatch (claims to 'Get name from swapi api' when it actually triggers GitHub dispatch). Overall, the server reads like a collection of half-finished examples rather than production-ready tools.

• Fix all tool descriptions: Replace copy-pasted 'Get name from swapi api' errors in tools github_deploy, get_swapi_character (tool 4), sysdig, and up_accounts with accurate, 50-200 character descriptions that state WHAT the tool does, WHEN to use it, and what it returns.
• Remove duplicate get_swapi_character registration (tool 4). Keep only one variant with the clearer description (tool 7), or rename to disambiguate (e.g., get_swapi_character_by_id vs get_swapi_character_details).
• Rename tools to follow verb+noun convention: 'sysdig' → 'query_sysdig' or 'search_sysdig'; 'up_accounts' → 'list_up_accounts' or 'get_up_accounts'; 'github_deploy' → 'trigger_github_dispatch' or 'invoke_github_workflow'.
• Document output schemas for all tools. Use JSON Schema format in tool registration: 'returns': {'type': 'object', 'properties': {...}, 'required': [...]}. Include field descriptions so LLMs know what data is available.
• Add input validation constraints: For 'ticker', add pattern for valid symbols (e.g., 1-5 uppercase letters); for 'id', specify it must be numeric; for 'event_message', add max length (e.g., 256 chars). Use JSON Schema constraints (minLength, maxLength, pattern, enum) plus description text.
• Add error handling guides: Document expected failure modes. E.g., 'If ticker is invalid, API returns 404. Try search_ticker_symbols() to find valid symbols.' E.g., 'If rate limit is hit, the tool returns 429. Retry after 60 seconds.'
• Add pagination to get_all_swapi_people: Accept optional 'page' and 'limit' (default 20, max 100) parameters. Return {'results': [...], 'total': int, 'page': int, 'pages': int, 'next_page_url': str | null}. Document the limit in the description to prevent context overflow.

Inferred effective spec: <=2025-11-25.

• Relies on Logging (deprecated) - log to stderr or use OpenTelemetry