list_launches
Ranked launches on headlesshunt (sort: day, week, all, new), optionally one tag.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tag | No | ||
| sort | No | ||
| limit | No |
Ranked launches on headlesshunt (sort: day, week, all, new), optionally one tag.
| Name | Required | Description | Default |
|---|---|---|---|
| tag | No | ||
| sort | No | ||
| limit | No |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds one genuine behavioral constraint — that only a single tag may be supplied — but says nothing about ranking semantics ('ranked' by what?), pagination, or default sort behavior, so it only modestly exceeds the annotation baseline.
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?
A single compact sentence with the resource front-loaded and parenthetical detail for the sort options; nothing is padded. It is terse to the point of leaving gaps, but on structure and economy alone it is well-formed.
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?
For a 3-parameter list tool with no output schema and minimal annotations, the description omits the limit parameter, the default sort, what 'ranked' means, and any return-shape or pagination expectation. An agent can call it, but only by guessing at half the contract.
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?
Schema description coverage is 0% across 3 parameters. The sort values restated in the description are already fully enumerated in the schema, adding no information, and the 'limit' parameter (1-100) is never explained in either place. Only the 'one tag' cardinality hint adds real meaning, so the description largely fails to compensate for the coverage gap.
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 states a clear verb+resource: listing ranked launches on headlesshunt, with sort scope enumerated. It does not explicitly distinguish itself from the sibling search_launches, so an agent must infer that 'ranked listing' differs from a search, keeping it out of 5 territory.
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?
There is no when-to-use guidance and no mention of alternatives, even though sibling search_launches clearly competes for the same intent. The agent gets no signal about which of the two to pick for a given query.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
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