generated: '2026-08-08'
method: probed
source: live probes of https://public.stateful.world/mcp and https://public.stateful.world/api/public/*
docs: https://public.stateful.world/llms.txt
note: 'Derived by probe, not from an OpenAPI — BrightAI publishes no OpenAPI and therefore
  no securitySchemes. The auth posture below is what the surfaces actually did when
  called with no credentials at all.'
summary:
  types:
  - none
  api_key_in: []
  oauth2_flows: []
  public_surfaces: 3
  authenticated_surfaces: 0
  verdict: Every published BrightAI API surface is deliberately anonymous. There is
    no signup, no key issuance, no OAuth and no token of any kind on the public surface.
schemes:
- name: public-no-auth
  type: none
  applies_to:
  - https://public.stateful.world/mcp
  - https://public.stateful.world/api/public/industries
  - https://public.stateful.world/api/public/company-teaser
  evidence: 'MCP initialize, tools/list, prompts/list and resources/list all returned
    200 with no Authorization header. Both /api/public endpoints returned 200 unauthenticated.'
  provider_statement: 'BrightAI''s llms.txt states "MCP server (no login): https://public.stateful.world/mcp";
    the server answers /.well-known/oauth-protected-resource with {"error":"not_found","note":"This
    MCP server is public and requires no authentication"}.'
gated_surfaces:
- surface: Company-specific assessment (modeled dollar figures and grades for a named
    operator)
  gate: work-email verification of an employee of that company
  status: 'BrightAI states this is "rolling out shortly" — not live at probe time.'
  source: https://public.stateful.world/start.md
- surface: https://api.bright.ai
  gate: unknown — an AWS ALB that answers 403 "Invalid Host" at the root for an unrecognized
    Host header and 404 for unmatched paths. Presumed the customer platform API; no
    public documentation, no discovery document, no advertised auth model.
  http_status: 403
oauth_discovery:
- url: https://public.stateful.world/.well-known/oauth-authorization-server
  http_status: 404
- url: https://public.stateful.world/.well-known/oauth-protected-resource
  http_status: 404
- url: https://www.bright.ai/.well-known/openid-configuration
  http_status: 404
x-evidence:
  fetched: '2026-08-08'
  probes:
  - url: https://public.stateful.world/mcp
    method: POST initialize (no Authorization header)
    http_status: 200
  - url: https://public.stateful.world/api/public/industries
    http_status: 200
  - url: https://api.bright.ai/
    http_status: 403