# Demand Discovery AI

**Canonical:** https://apis.io/providers/demanddiscovery-ai/  
**Website:** https://demanddiscovery.ai/  
**APIs profiled:** 1

Demand Discovery AI (styled Demand Discovery AI™, demanddiscovery.ai) is an evidence-based startup idea validation platform for founders and vibe coders. Its reports compile real people, quoted in their own words and linked to the source, asking for what a founder wants to build, drawn from public content on Reddit, YouTube, Hacker News, Product Hunt, X and Indie Hackers, plus a Startup Demand Score, free market research, landing pages and prospect outreach drafts. It is also delivered as an MCP server (mcp.demanddiscovery.ai) usable from Claude, ChatGPT, Cursor, Replit, Lovable, v0, Bolt and Base44. Its Terms of Service are governed by the laws of Delaware, United States.

## Kin Score — 26.0 / 100 (emerging)

Scored 2026-11-06 under rubric 0.27.0.

| Facet | Score |
|---|---|
| Discoverability | 71.7 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 28.6 |
| Access Clarity | 63.2 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 18.2 (matched via fallback).

## Agent readiness — 11.4 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | bearer |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | yes |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |
| Pagination Ratio | na |
| Operation Distinctiveness | na |
| MCP Tool Quality | na |

## Access

Freemium — onboarding: unknown, pricing: freemium, trial: no (confidence: medium).

## APIs (1)

- **Demand Discovery AI MCP Server** — Remote MCP connector (streamable HTTP, server demand-discovery-ai v1.3.26, protocol 2025-03-26) that lets founders validate a startup idea inside Claude, ChatGPT, Cursor, Replit...

## MCP servers (2)

- **Demand Discovery AI MCP Server**
- **Demand Discovery AI MCP Server**

## Security (2)

- **Demanddiscovery Ai Authentication** — 1 scheme
- **Demanddiscovery Ai Domain Security** — TLSv1.3 · HSTS · DMARC

## Plans (1)

- **Demanddiscovery Ai Plans Pricing**

## Tags

Company, Startup Idea Validation, Market Research, Demand Discovery, Artificial Intelligence, MCP, Customer Discovery

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/demanddiscovery-ai/). Scores are computed from the provider's own public artifacts under a published rubric.