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Glama
ovlabs

OriginalVoices MCP Server

Official
by ovlabs

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
ORIGINALVOICES_API_KEYYesYour OriginalVoices API key

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
ask_twinsA

Ask questions to a specific audience using Original Voices AI twins. Use this for ad-hoc audience queries with a free-text audience description.

ask_audienceA

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

ask_projectB

Ask questions to a filtered subset of a project's survey panel. Filters respondents by demographics and survey answers using natural language. Use list_projects first to see available projects.

list_projectsA

List all research projects in the user's organization. Each project contains survey questions and pre-defined audiences. Use this to discover projects before using ask_project or ask_audience.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4/5.0

Scored across 4 tools

Disambiguation5/5

Each tool targets a distinct action: listing projects, asking saved audiences, asking filtered panels, and asking with AI twins. No overlapping purposes.

Naming Consistency5/5

All tools follow a consistent verb_noun naming pattern in snake_case, with three using 'ask' for queries and one using 'list' for listing, which is logical.

Tool Count5/5

Four tools is well-scoped for this server's purpose. Each tool adds clear value without redundancy.

Completeness4/5

The tool set covers listing projects and three distinct query methods (saved audience, filtered panel, AI twins). Minor gaps like audience creation or project management are likely out of scope.

Maintenance

ActivityInactive
ResponsivenessNo issues