This server defines 19 tools across two feature domains (browser automation + Odoo integration). Overall definition quality is poor-to-fair. Most tools have short, generic descriptions (median ~40 chars) that lack context for LLM selection. Parameter descriptions are either absent or minimal. Input schemas are present but sparse, many lack descriptions for parameters. No output schemas documented anywhere. Error handling is minimal (no recovery guidance, no categorization). Tool naming follows verb_noun patterns correctly, but naming alone cannot compensate for missing parameter documentation and output schema documentation. The Odoo integration tools (13-19) are better-documented than browser tools (1-11), but both groups fall short of production baselines.

• Add output schema documentation for every tool. For browser tools, define whether screenshot returns base64 string, Image content block, or URL reference. For Odoo tools, document response structures (e.g., list_models returns {models: [{name, id}]}, search_read returns {records: [{id, fields}], count: integer}).
• Add descriptions to all parameters. Format: 'parameter_name (type): [constraints]. What it controls. Example: email (string, optional): User email or username. Used to resolve the user ID. Leave blank to use authenticated user. Example: [email protected] or jsmith.'
• Implement confirmation pattern for destructive tools. Offer a 'dry_run' bool parameter (default false) or separate 'preview_delete_records' and 'confirm_delete_records' tools. Document behavior clearly.
• Expand tool descriptions to 100-200 chars, explaining WHAT the tool does, WHEN to use it (vs similar tools), and WHAT it returns. Example: 'Click an element on the page by CSS selector or visible text label. Use this to interact with buttons, links, checkboxes, or dropdowns. Returns the element state after click or an error if not found. Call screenshot() after to verify the result.'
• Add error recovery guidance in tool descriptions. Example: 'If selector not found, call screenshot() to debug the page state, or use get_text() to find alternative element labels.'
• Document mutually exclusive or conditional parameters explicitly. Example for 'click': 'Either selector (CSS) or text (visible label) required, not both. If both are provided, selector takes precedence.'