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Venture Insights Concept Diagnostic

Describe Venture Insights services

describe_services
Read-only

Get Venture Insights' live service catalogue: the FREE Concept Diagnostic (a research-backed viability study of one venture concept, delivered to the founder's inbox) and the paid study tiers with live SAR prices. Call this first when your user asks what Venture Insights offers, what it costs, or whether the free diagnostic is worth requesting.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
advisoryNoVI name, positioning, website, app URL, and WhatsApp Business contact.
paid_servicesNoPaid study tiers with live SAR prices.
free_diagnosticNoThe free Concept Diagnostic offer.
upgrade_framingNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / properties / advisory / description
      Previous value: -"VI name, positioning, website, app URL."New value: +"VI name, positioning, website, app URL, and WhatsApp Business contact."
  2. First observed

TDQS

A4.9/5.0
Behavior5/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, destructiveHint=false. The description adds that the catalogue is 'live' and includes SAR prices, enriching the behavioral context without contradicting annotations.

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 sentences: first defines purpose, second provides usage guidance. No redundant information; each sentence earns its place.

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?

Despite having no parameters and an output schema (not shown but referenced), the description fully addresses the tool's purpose and when to use it. No gaps remain.

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?

No parameters exist (schema coverage 100%), so the description does not need to add parameter details. Baseline 4 is appropriate; the description adds value by listing what the catalogue contains.

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 it returns 'Venture Insights' live service catalogue' and lists specific services (FREE Concept Diagnostic and paid tiers). It distinguishes from sibling tools that deal with diagnostics (check_diagnostic_status, open_diagnostic_intake, start_free_diagnostic).

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

Usage Guidelines5/5

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

Explicitly says 'Call this first when your user asks what Venture Insights offers, what it costs, or whether the free diagnostic is worth requesting.' This provides clear when-to-use guidance and excludes alternative tools.

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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