find_producer
Find a maker and its products across every open node, with the maker's name as each source wrote it.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| node | No | ||
| producer | Yes |
Find a maker and its products across every open node, with the maker's name as each source wrote it.
| Name | Required | Description | Default |
|---|---|---|---|
| node | No | ||
| producer | Yes |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description carries the full burden of behavioral disclosure. It usefully reveals that the search spans every open node and that maker names are returned exactly as each source wrote them, a non-obvious behavior. It does not cover output format or error cases, but for a read-style lookup this is reasonably transparent.
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 dense sentence with no filler. It front-loads the core action and scope and ends with a meaningful nuance about source-specific naming.
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 core call is understandable, but 0% schema coverage and the absence of an output schema leave important gaps: the `node` parameter is undocumented and the return shape is never stated. An agent could make a basic call but would be guessing about filtering and 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?
Schema description coverage is 0%, so the description must define parameter meaning. It clarifies that `producer` refers to the maker being searched, but it never explains the optional `node` parameter, leaving the agent unsure whether it filters the search and what values it accepts.
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?
States a specific action ('Find a maker and its products') and a clear scope ('across every open node'), plus a distinctive detail about preserving source-written names. This distinguishes it from sibling tools that target drinks, orders, or records.
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 gives clear context for when to use it: when you need a producer and its products across open nodes. It does not explicitly name alternative tools or exclusion criteria, but the maker/product focus is enough to imply separation from drink/order/record lookups.
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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