60Readiness score / 100
L3 Agent-operableBeats 80% of 1,846 companies
Access20/20
Context20/20
Interfaces12/32
Onboarding5/19
Trust3/9
llms.txt · docs
MCP · https://docs.malga.io/mcp
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.
- +8 Machine-readable API spec. Publish an OpenAPI spec at a stable URL like /openapi.json and link it from llms.txt.
- +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
- PASSAgents get the real page, not a bot wall10
- PASSrobots.txt lets user-triggered agents in6
- PASSContent is server-rendered4
- PASSllms.txt exists8
- PASSllms-full.txt exists3
- PASSDocs available as markdown6
- PASSSitemap2
- PASSStructured metadata1
- PASSPublic developer docs4
- FAILMachine-readable API spec8
- FAILRemote MCP server for the product12
- PASSDocs MCP or searchable docs4
- PASSSDKs and a CLI4
- FAILOAuth discovery metadata5
- FAILAgents can self-register OAuth clients6
- PASSSelf-serve API keys5
- FAILFree tier or test mode3
- FAILAgent manifests4
- FAILsecurity.txt2
- PASSPublic status page3
Your fix pack: 8 changes, up to +40 points
Each change is ready to paste, filled in for malga.io, with a command to check it worked. Or hand the whole list to your coding agent.
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