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ovlabs

OriginalVoices MCP Server

Official
by ovlabs

ask_audience

Query AI twins of specific audiences with open-ended questions for research insights using audience IDs from project listings.

Instructions

Ask questions to a previously saved audience by its ID. Use list_projects first to discover projects and their audiences.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
audienceIdYesThe audience ID to query. Obtain IDs from list_projects.
questionsYesThe questions to ask the Digital Twins. Open-ended questions work best.
Behavior3/5

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

With no annotations, description carries full burden. Mentions 'ask questions to Digital Twins' implying a read operation but lacks details on side effects, error behavior, or response format. Adequate but minimal.

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: one for purpose, one for prerequisite. Every sentence is informative; no wasted words.

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

Completeness4/5

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

Given simple tool (2 required params, no output schema), description covers main aspects: what it does and prerequisite. Could mention output nature, but still reasonably complete.

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

Parameters3/5

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

Schema has 100% coverage with descriptions for both parameters. Description adds minor value by suggesting 'Open-ended questions work best' but largely restates schema. Baseline of 3 is appropriate.

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?

Clearly states the action (ask questions) and resource (previously saved audience by ID). Distinguishes from siblings by specifying to use list_projects first to discover audiences, implying this tool is for querying existing audiences.

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?

Explicitly instructs to use list_projects first to discover projects and their audiences, providing a clear prerequisite. Does not explicitly exclude alternatives but implies context for using 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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