generate_from_openapi

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries full responsibility. It indicates a transformation (conversion) but does not disclose behavior like whether it overwrites existing servers, requires network access, or its effect on the input spec. The description lacks details on side effects or requirements.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence that is efficient and front-loaded with the core purpose. However, it could be slightly expanded with usage guidance without losing conciseness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has 3 parameters, no output schema, and no annotations. The description does not mention return values, error cases, or prerequisites (e.g., valid OpenAPI spec). Given moderate complexity, the description is incomplete for an agent to reliably invoke and interpret results.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% parameter description coverage, so the baseline is 3. The description mentions 'optional SDK generation', which aligns with the generate_sdk parameter, but adds no new meaning beyond the schema. It does not elaborate on openapi_spec format or output_language usage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool converts an OpenAPI specification into a working MCP server with optional SDK generation, using a specific verb and resource. It distinguishes itself from sibling tools like create_rest_api and create_graphql_api by focusing on OpenAPI-driven generation.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives (e.g., create_rest_api or create_microservice). It simply states what it does without any context on prerequisites, best-fit scenarios, or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.