list_needs
List open, unexpired Needs. Optional capability filter.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| capability | No |
List open, unexpired Needs. Optional capability filter.
| Name | Required | Description | Default |
|---|---|---|---|
| capability | 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, idempotentHint=true, and destructiveHint=false, so safety is covered. The description adds useful scoping context ("open, unexpired") but does not mention pagination, ordering, or result limits.
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 two short, front-loaded sentences with no wasted text. It is efficient, though extremely terse relative to the undocumented parameter semantics.
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 read-only listing tool this is close to adequate, but with no output schema and 0% parameter description coverage, more detail about filtering and expected results would help an agent invoke it correctly.
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 carry parameter meaning. It only says "Optional capability filter" without explaining matching behavior, accepted values, or format for the capability 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 states a specific verb and resource ("List ... Needs") and narrows scope with "open, unexpired." It is distinguishable from write-oriented siblings like post_need, though it does not explicitly contrast with list_bids.
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?
It says what can be filtered but gives no guidance on when to use this tool versus siblings such as list_bids or get_match. There are no exclusions, preconditions, or alternative-selection cues.
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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