---
schema_version: '1.0'
domain: mnml.ai
llms_txt_url: https://mnml.ai/llms.txt
llms_full_txt_url: null
status: found
score: 47
level: 2
level_label: Agent-Aware
discovered_via: funnel
content_hash: 39aa1821584a98c842f4b1a9784b69d15b468d51d505a1e87f3ab93989725e3b
categories:
- id: discoverability
  label: Discoverability
  informational: false
  earned: 3.0
  max: 5.0
  pct: 60
  checks:
  - id: robots_txt
    label: robots.txt
    outcome: ok
    earned: 1.0
    weight: 1.0
    status: 200
  - id: sitemap
    label: Sitemap
    outcome: ok
    earned: 1.0
    weight: 1.0
    status: 200
  - id: link_headers
    label: Link headers
    outcome: ok
    earned: 1.0
    weight: 1.0
    status: 200
  - id: dns_ai_discovery
    label: DNS for AI Discovery (DNS-AID)
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
  - id: feed_xml
    label: RSS/Atom feed
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
- id: content
  label: Content
  informational: false
  earned: 2.0
  max: 4.0
  pct: 50
  checks:
  - id: markdown_negotiation
    label: Markdown Negotiation
    outcome: ok
    earned: 1.0
    weight: 1.0
    status: 200
  - id: llms_txt
    label: /llms.txt
    outcome: ok
    earned: 1.0
    weight: 1.0
    status: 200
  - id: llms_full_txt
    label: /llms-full.txt
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
  - id: markdown_content_type
    label: Markdown Content-Type
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
- id: bot_access_control
  label: Bot Access Control
  informational: false
  earned: 2.0
  max: 2.0
  pct: 100
  checks:
  - id: ai_bot_rules
    label: AI bot rules in robots.txt
    outcome: ok
    earned: 1.0
    weight: 1.0
    status: 200
  - id: content_signals
    label: Content Signals in robots.txt
    outcome: ok
    earned: 1.0
    weight: 1.0
    status: 200
  - id: web_bot_auth
    label: Web Bot Auth request signing
    outcome: neutral
    earned: 0.0
    weight: 1.0
    status: 404
  - id: ai_crawling_allowed
    label: AI crawling policy (.well-known/ai-crawling-allowed)
    outcome: neutral
    earned: 0.0
    weight: 1.0
    status: 404
- id: api_auth_mcp_skill
  label: API, Auth, MCP & Skill Discovery
  informational: false
  earned: 1.5
  max: 7.0
  pct: 21
  checks:
  - id: api_catalog
    label: API Catalog (RFC 9727)
    outcome: ok
    earned: 1.0
    weight: 1.0
    status: 200
  - id: mcp_server_card
    label: MCP Server Card (SEP-1649 / 2127)
    outcome: partial
    earned: 0.5
    weight: 1.0
    status: 200
  - id: agent_skills
    label: Agent Skills index
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
  - id: webmcp
    label: WebMCP
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
  - id: oauth_oidc_discovery
    label: OAuth / OIDC discovery
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
  - id: oauth_protected_resource
    label: OAuth Protected Resource (RFC 9728)
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
  - id: auth_md
    label: Auth.md agent registration
    outcome: absent
    earned: 0.0
    weight: 1.0
    status: 404
  - id: ai_endpoints
    label: AI Endpoints catalog (.well-known/ai-endpoints.json)
    outcome: neutral
    earned: 0.0
    weight: 1.0
    status: 404
- id: commerce
  label: Commerce
  informational: true
  earned: 0.0
  max: 0.0
  pct: null
  checks:
  - id: x402
    label: x402 Protocol
    outcome: neutral
    earned: 0.0
    weight: 1.0
    status: 404
  - id: mpp
    label: MPP (Machine Payment Protocol)
    outcome: neutral
    earned: 0.0
    weight: 1.0
    status: 404
  - id: universal_commerce
    label: Universal Commerce Protocol
    outcome: neutral
    earned: 0.0
    weight: 1.0
    status: 404
  - id: acp
    label: ACP (Agentic Commerce Protocol)
    outcome: neutral
    earned: 0.0
    weight: 1.0
    status: 404
checks:
- id: acp
  status: 404
  valid: false
  bytes: 0
  path: /
- id: agent_skills
  status: 404
  valid: false
  bytes: 0
  path: /.well-known/agent-skills/index.json
- id: ai_bot_rules
  status: 200
  valid: true
  bytes: 2980
  path: /robots.txt
- id: ai_crawling_allowed
  status: 404
  valid: false
  bytes: 0
  path: /.well-known/ai-crawling-allowed
- id: ai_endpoints
  status: 404
  valid: false
  bytes: 0
  path: /.well-known/ai-endpoints.json
- id: api_catalog
  status: 200
  valid: true
  bytes: 446
  path: /.well-known/api-catalog
- id: auth_md
  status: 404
  valid: false
  bytes: 0
  path: /auth.md
- id: content_signals
  status: 200
  valid: true
  bytes: 2980
  path: /robots.txt
- id: dns_ai_discovery
  status: 404
  valid: false
  bytes: 0
  path: /
- id: feed_xml
  status: 404
  valid: false
  bytes: 0
  path: /feed.xml
- id: link_headers
  status: 200
  valid: true
  bytes: 0
  path: /
- id: llms_full_txt
  status: 404
  valid: false
  bytes: 0
  path: /llms-full.txt
- id: llms_txt
  status: 200
  valid: true
  bytes: 19191
  path: /llms.txt
- id: markdown_content_type
  status: 404
  valid: false
  bytes: 0
  path: /directory.md
- id: markdown_negotiation
  status: 200
  valid: true
  bytes: 13953
  path: /
- id: mcp_server_card
  status: 200
  valid: false
  bytes: 471
  path: /.well-known/mcp/server-card.json
- id: mpp
  status: 404
  valid: false
  bytes: 0
  path: /
- id: oauth_oidc_discovery
  status: 404
  valid: false
  bytes: 0
  path: /.well-known/openid-configuration
- id: oauth_protected_resource
  status: 404
  valid: false
  bytes: 0
  path: /.well-known/oauth-protected-resource
- id: robots_txt
  status: 200
  valid: true
  bytes: 2980
  path: /robots.txt
- id: sitemap
  status: 200
  valid: true
  bytes: 93723
  path: /sitemap.xml
- id: universal_commerce
  status: 404
  valid: false
  bytes: 0
  path: /
- id: web_bot_auth
  status: 404
  valid: false
  bytes: 0
  path: /.well-known/http-message-signatures-directory
- id: webmcp
  status: 404
  valid: false
  bytes: 0
  path: /
- id: x402
  status: 404
  valid: false
  bytes: 0
  path: /
first_seen_at: '2026-07-11T11:38:23Z'
checked_at: '2026-07-11T11:36:12Z'
updated_at: '2026-07-11T11:38:23Z'
title: mnml.ai
---

# mnml.ai

**Agent-Readiness: Level 2 — Agent-Aware**  (score 47 / 100)

## Discoverability  (60%)
- ✅ robots.txt (2980 bytes)
- ✅ Sitemap (93723 bytes)
- ✅ Link headers
- ❌ DNS for AI Discovery (DNS-AID) — not found
- ❌ RSS/Atom feed — not found

## Content  (50%)
- ✅ Markdown Negotiation (13953 bytes)
- ✅ /llms.txt (19191 bytes)
- ❌ /llms-full.txt — not found
- ❌ Markdown Content-Type — not found

## Bot Access Control  (100%)
- ✅ AI bot rules in robots.txt (2980 bytes)
- ✅ Content Signals in robots.txt (2980 bytes)
- ➖ Web Bot Auth request signing — not applicable
- ➖ AI crawling policy (.well-known/ai-crawling-allowed) — not applicable

## API, Auth, MCP & Skill Discovery  (21%)
- ✅ API Catalog (RFC 9727) (446 bytes)
- 🟡 MCP Server Card (SEP-1649 / 2127) (471 bytes) — present (structure not validated)
- ❌ Agent Skills index — not found
- ❌ WebMCP — not found
- ❌ OAuth / OIDC discovery — not found
- ❌ OAuth Protected Resource (RFC 9728) — not found
- ❌ Auth.md agent registration — not found
- ➖ AI Endpoints catalog (.well-known/ai-endpoints.json) — not applicable

## Commerce  (informational)
- ➖ x402 Protocol — not applicable
- ➖ MPP (Machine Payment Protocol) — not applicable
- ➖ Universal Commerce Protocol — not applicable
- ➖ ACP (Agentic Commerce Protocol) — not applicable

## Links
- llms.txt: https://mnml.ai/llms.txt
- Home: https://mnml.ai/

_discovered via funnel | last checked 2026-07-11T11:36:12Z_