This server provides 7 well-named, read-only tools for DevOps knowledge discovery. Tool names follow verb_noun conventions (get_practice, list_practices, search_practices, render_template). All tools have clear, descriptive names. Input schemas are present and properly typed for all tools. Descriptions are generally adequate (100-200 chars) and explain the purpose clearly. However, several quality gaps prevent a higher score: (1) parameter descriptions lack detail about valid formats, constraints, and error conditions; (2) output schemas are not documented, the LLM cannot see what fields to expect from get_practice or list_practices; (3) error handling is absent, no guidance on what happens if a practice doesn't exist; (4) STDIO transport caps the protocol readiness score at 50, which significantly impacts overall quality for production use. The tools are functionally sound and would work for simple lookups, but lack the depth and robustness expected of production-grade tools.

• Document output schemas for all tools. Specify the exact fields returned by get_practice (e.g., {name: string, content: string, created_date: string}), list_practices (e.g., [{name, summary, created_date}, ...] with a total_count), and render_template (e.g., {name, rendered_content, variables_used}).
• Add constraint descriptions to all parameters. For 'name' in get_practice, state: 'Must be a valid practice name. Call list_practices to discover available names. Case-sensitive, alphanumeric with hyphens (e.g., air-gapped-workflow).' For 'max_chars', state: 'Integer between 10 and 10000 (default: 500).'
• Implement error recovery guidance in tool descriptions. E.g., 'If the practice is not found, search_practices can help locate similar names.' For render_template: 'If a variable is missing, the tool will return an error listing required variables and available auto-provided ones (DATE, TIMESTAMP, USER, YEAR).'
• Add pagination to list_practices and list_templates. Accept optional 'offset' (default: 0) and 'limit' (default: 20, max: 100) parameters. Return a response with {items: [...], total_count: N, has_more: boolean}.
• Document the 'variables' parameter more thoroughly. State which variables are auto-provided and immutable (DATE in format YYYY-MM-DD, TIMESTAMP as ISO 8601, USER as current system user, YEAR as 4-digit year). Specify whether user-provided variables override these. Return an error if a required variable is missing, listing both required and available variables.
• Migrate from STDIO to HTTP+SSE or Streamable HTTP transport to enable remote access and hosted client integration. STDIO is not suitable for production deployment.

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

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