41Readiness score / 100
L2 Agent-documentedBeats 56% of 1,846 companies
Access6/20
Context19/20
Interfaces12/32
Onboarding0/19
Trust4/9
llms.txt · root
OpenAPI · https://listen-api.listennotes.com/api/v2/openapi.yaml
Biggest gains
- +12 Remote MCP server for the product. Host a remote MCP server (e.g. mcp.<domain>/mcp, Streamable HTTP) for your core actions.
- +10 Agents get the real page, not a bot wall. Serve the homepage to AI user-agents (Claude-User, ChatGPT-User) without a challenge or 403.
- +6 Agents can self-register OAuth clients. Support dynamic client registration (RFC 7591) or client ID metadata documents so MCP clients connect in one click.
All 20 checks
- FAILAgents get the real page, not a bot wall10
- PASSrobots.txt lets user-triggered agents in6
- FAILContent is server-rendered4
- PASSllms.txt exists8
- PASSllms-full.txt exists3
- PASSDocs available as markdown6
- PASSSitemap2
- FAILStructured metadata1
- FAILPublic developer docs4
- PASSMachine-readable API spec8
- FAILRemote MCP server for the product12
- FAILDocs MCP or searchable docs4
- PASSSDKs and a CLI4
- FAILOAuth discovery metadata5
- FAILAgents can self-register OAuth clients6
- FAILSelf-serve API keys5
- FAILFree tier or test mode3
- PASSAgent manifests4
- FAILsecurity.txt2
- FAILPublic status page3
Your fix pack: 13 changes, up to +59 points
Each change is ready to paste, filled in for listennotes.com, with a command to check it worked. Or hand the whole list to your coding agent.
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