Auto Complete
get_AutoCompleteAuto Complete Group: Explore. Billing per call: 1 Credits. Agents can pay per call ($0.01 via x402/MPP, no API key).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
get_AutoCompleteAuto Complete Group: Explore. Billing per call: 1 Credits. Agents can pay per call ($0.01 via x402/MPP, no API key).
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden of behavioral disclosure. It does disclose billing characteristics ($0.01 per call via x402/MPP, no API key), which is useful operational context. However, it does not explain what happens when called, what the response contains, or whether side effects or persistence occur.
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 short and front-loads the tool category, but the sentence 'Auto Complete Group: Explore' does not earn its place because it lacks functional content. The billing sentence is factual and concise. Overall it is compact but under-specified rather than efficiently informative.
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 simple one-parameter tool, the description still omits the core behavior: that the 'q' query drives autocomplete and what kind of suggestions are returned. No output schema exists, and no annotations exist, so the description should have provided more operational context. The billing detail is useful but does not make the tool callable with confidence.
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 needed to compensate for the undocumented parameter, but it never mentions the 'q' parameter at all. The schema itself only provides a title and example, which is minimal. The description adds zero semantic value for the parameter.
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 says 'Auto Complete Group: Explore' instead of stating what the tool does—it never explicitly says it returns autocomplete suggestions for a search query. The tool name implies autocomplete behavior, but the description is tautological and does not provide a clear verb-resource relationship. It fails to distinguish this tool from siblings like get_Search.
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 guidance about when to use this tool versus the many sibling search/autocomplete tools. The description only provides billing context, not usage context. An agent cannot determine the appropriate scenario for invoking this tool.
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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