flyte-mcp

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

No annotations are provided, so the description carries the full burden. It mentions 'Canonical example themes' but doesn't disclose behavioral traits such as whether this is a read-only operation, if it requires authentication, rate limits, or what the output format looks like. The description is minimal and lacks essential operational context.

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, efficient sentence with no wasted words. It's front-loaded and appropriately sized for a simple tool, making it easy to parse quickly.

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?

Given the tool's low complexity (0 parameters, output schema exists), the description is minimally adequate but incomplete. It states the purpose but lacks context on usage, behavior, and output interpretation. The output schema helps, but the description should provide more guidance for effective tool selection.

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 tool has 0 parameters, and schema description coverage is 100%, so no parameter information is needed. The description doesn't add parameter details, but that's acceptable here. Baseline is 4 for zero parameters, as there's nothing to compensate for.

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 'Canonical example themes from flyte-sdk/examples/.' states what the tool does (lists example themes) but is vague about the resource scope—it doesn't specify if these are code patterns, workflows, or other artifacts. It distinguishes from some siblings like 'get_flyte_pattern' (singular) but not clearly from others like 'find_flyte_example_for' or 'search_flyte_api'.

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?

No guidance on when to use this tool versus alternatives is provided. The description implies it's for listing themes from examples, but it doesn't specify scenarios, prerequisites, or exclusions compared to siblings like 'find_flyte_example_for' or 'search_flyte_api'.

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