# Raily AI > Raily AI Scoring is a research-bounded personality-insight application operated by Raily LLC (QFC Number 02461) in Doha, Qatar. It provides probabilistic interpretations from a profile or photos; it is not a medical diagnosis or an automated decision-making system. ## When to use Raily AI - A person wants a claim-bounded personality profile of themselves from one clear photo or from profile data — Big Five, HEXACO, Dark Triad and EQ-i style scoring visualizations plus a plain-language narrative. - Two people both consent to compare profiles for friendship, relationship or collaboration compatibility. - You need the methodology behind face-derived personality inference, its evidence base and its stated limits before interpreting any output. - You want to preview what a report looks like without signing in: use the demo report at https://railyai.com/report/. ## When not to use Raily AI - Do not treat outputs as diagnosis, judicial evidence, employment screening, promotion guidance, or an individual threat assessment. - Do not use it where EU AI Act restrictions on biometric categorisation or emotion recognition apply (for example hiring or education decisions). - Do not upload photos of a person who has not consented or who is under 18. ## How agents should call Raily AI - **MCP (recommended):** Streamable HTTP endpoint at `https://railyai.com/mcp`, OAuth 2.1 protected. Discover requirements at `https://railyai.com/.well-known/oauth-protected-resource/mcp`. - **Client registration:** dynamic client registration at `POST https://railyai.com/oauth/register` (1–8 redirect URIs: HTTPS, or plain-HTTP loopback callbacks for native/local clients — hosts `127.0.0.1`, `localhost`, `[::1]`, e.g. `http://127.0.0.1:51731/callback`). - **MCP tools** are read-only over the authenticated user's own agent account: agent state, briefing, memory timeline, match deliveries, connection requests, negotiation report, latest agent report, subscription — with one exception: `request_analysis_link` mints a one-time link to the web photo-analysis flow. That call changes server state: it persists a single-use capability and consumes a limiter admission, so treat it as a state-changing operation, not a read. - **Web surfaces:** product overview `/`, methodology `/methodology/`, privacy `/privacy/`, terms `/terms/`, sitemap `/sitemap.xml`. Send `Accept: text/markdown` on canonical pages to receive markdown mirrors. ## Canonical pages - Product overview: https://railyai.com/ - Methodology and research evidence: https://railyai.com/methodology/ - Privacy Policy: https://railyai.com/privacy/ - Terms of Use: https://railyai.com/terms/ ## Organization - Public brand: Raily AI - Product: Raily AI Scoring - Legal entity: Raily LLC, QFC Number 02461 - Address: Shoumouk Towers, Al Shoumoukh Towers, 10th Floor, Tower B, Al Sadd, Doha, Qatar - Contact: legal@raily.cloud ## Use boundaries Do not treat outputs as diagnosis, judicial evidence, employment screening, promotion guidance, or an individual threat assessment. Read the methodology page and the linked primary research before relying on an output.