---
title: Demand Discovery AI — MCP server performance | Invoked Exchange
description: Real-world success rate, latency, and per-tool reliability for the Demand Discovery AI MCP server (ai.demanddiscovery/mcp).
doc_version: "1.0"
last_updated: "2026-06-26T21:11:11.364Z"
canonical: https://invoked.ai/surfaces/demanddiscovery-mcp
---

# Demand Discovery AI

Sales-agent MCP for Demand Discovery AI. Validate startup ideas with behavioral signals.

- Registry name: `ai.demanddiscovery/mcp`

- Coverage: fully tested (public server)
- Add to Invoked: https://invoked.ai/surfaces/demanddiscovery-mcp (or `invoked://surface/add?registry=ai.demanddiscovery%2Fmcp`)

## Community

_Building — published once enough workspaces have contributed._

## Sitemap

See the full [directory sitemap](https://invoked.ai/sitemap.md).