generated: '2026-08-13' method: probed source: live responses from app.brand.ai limit_count: 0 rate_limits: [] note: >- Brand.ai documents no rate limits — it publishes no developer documentation at all (no docs.brand.ai, no developers.brand.ai, no developer page in the sitemap). Nor does it SIGNAL any at runtime: the full response headers of the MCP endpoint's 401 challenge were captured and contain no X-RateLimit-*, no RateLimit-* (RFC 9331 draft), and no Retry-After. An agent driving the Brand.ai MCP server therefore has no way to learn its budget except by being throttled. A zero here is a measured absence, not an unchecked field. response_headers: observed: [] ratelimit_family: none retry_after: false exhaustion_status: unknown headers_present_on_401: - date - content-type - cache-control - content-security-policy - content-security-policy-report-only - referrer-policy - report-to - server - strict-transport-security - www-authenticate - x-clerk-auth-reason - x-clerk-auth-status - x-content-type-options - x-matched-path - x-vercel-cache - x-vercel-id - cf-cache-status - cf-ray - alt-svc caveat: >- Only unauthenticated responses could be observed. Brand.ai may emit rate-limit headers on authenticated MCP traffic; that cannot be established without a token and is not asserted either way. x-evidence: - url: https://app.brand.ai/api/mcp status: 401 fetched: '2026-08-13' note: full header dump inspected; no rate-limit family present