helvabase_opportunities
Read stored opportunity matches. Legacy imports may include test data; unverified imports are not verified live opportunities.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No |
Read stored opportunity matches. Legacy imports may include test data; unverified imports are not verified live opportunities.
| Name | Required | Description | Default |
|---|---|---|---|
| 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, idempotentHint=true, destructiveHint=false and closed-world scope, so safety is covered. The description adds a genuinely useful caveat that returned matches may include legacy test data and unverified imports, but says nothing about ordering, pagination behavior, or result volume.
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?
Two short sentences, front-loaded with the core action. The second sentence is terse and slightly ambiguous ('not verified live opportunities'), but there is no filler.
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 read-only listing tool with no output schema and one defaulted parameter, the description covers the essential safety caveat but omits how many records come back and in what order, and never references the limit parameter — enough to call it, but not complete.
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 single 'limit' parameter has 0% schema description coverage and the description never mentions it. The schema's default of 25 and min/max bounds carry the meaning, so the description contributes nothing to parameter understanding.
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 concrete verb and resource: 'Read stored opportunity matches.' The word 'stored' implies these are previously persisted matches rather than a live search, which faintly separates it from helvabase_search_opportunities, but no sibling is named explicitly.
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 on when to call this versus helvabase_search_opportunities or helvabase_opportunity_profiles. The second sentence is a data-quality caveat, not a usage condition, so the agent gets no when/when-not signal.
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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