Two read-only tools with clear names and basic schemas. Both tools have descriptions (lookup: 95 chars, search: 88 chars) and input schemas with type definitions. However, parameter descriptions are minimal or missing: 'query' in search lacks any description; 'limit' has no description. Output schemas are not documented, LLMs cannot predict the structure of returned data. Error handling is generic ('license failed: ...') with no recovery guidance. No tool annotations (readOnlyHint) despite both being read-only. Naming follows verb_noun pattern (lookup, search) which is good, but descriptions could be more explicit about when to use each tool vs. the other.

• Add description to 'query' parameter: 'Search term: can be a license ID (e.g. "MIT"), partial ID (e.g. "Apache"), or license name substring (e.g. "public").'
• Add description to 'limit' parameter: 'Maximum number of results to return (1 - 200, default 25). Limits context window usage.'
• Document output schemas in tool descriptions. E.g., 'Returns: {id, name, osi_approved, url}' for lookup; 'Returns: {matches: [{id, name, osi_approved, url}]}' for search.
• Enhance error messages with recovery hints. E.g., 'License "XYZ" not found. Try search() with a partial name or check https://spdx.org/licenses/ for valid IDs.'
• Add readOnlyHint: true to both tool definitions to signal they are safe to call without side effects.