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archoor

PainSpotter MCP Server

Get Opportunity Detail

get_opportunity
Read-onlyIdempotent

Retrieve comprehensive details of a validated business opportunity, including score breakdown, MVP features, competitors, and risks. Use with an opportunity ID from query results.

Instructions

Get the full detail of a specific opportunity: description, score breakdown, MVP features, competitors, differentiation, risks and community evidence count.

Args: opportunity_id: Opportunity ID, taken from query_opportunities results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
opportunity_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations (readOnlyHint, idempotent) already indicate safe read. Description adds value by detailing returned fields (description, score breakdown, etc.), enhancing transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two concise sentences plus args line, front-loaded with purpose. No unnecessary words, efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given output schema exists, description covers return fields. Sibling context and annotations provide sufficient completeness for a simple detail retrieval tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Only parameter 'opportunity_id' is explained as coming from query_opportunities, adding context beyond the integer type in schema. With 0% schema coverage, description compensates well.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves full detail of a specific opportunity, listing included fields. It distinguishes from sibling 'query_opportunities', which is for listing.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Indicates that opportunity_id comes from query_opportunities results, implying usage after listing. Lacks explicit when-not-to-use but sibling context provides guidance.

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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