85Readiness score / 100
L4 Agent-nativeBeats 97% of 1,846 companies
Access20/20
Context20/20
Interfaces28/32
Onboarding14/19
Trust3/9
llms.txt · root
MCP · https://mcp.grafana.com/mcp
OpenAPI · https://grafana.com/api/openapi.json
Biggest gains
- +5 Self-serve API keys. Show how to create a key on the first docs page. No sales call.
- +4 SDKs and a CLI. Ship official SDKs and a CLI agents can install and script.
- +4 Agent manifests. Publish an MCP server card (/.well-known/mcp.json) or A2A agent card.
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
- PASSMachine-readable API spec8
- PASSRemote MCP server for the product12
- PASSDocs MCP or searchable docs4
- FAILSDKs and a CLI4
- PASSOAuth discovery metadata5
- PASSAgents can self-register OAuth clients6
- FAILSelf-serve API keys5
- PASSFree tier or test mode3
- FAILAgent manifests4
- FAILsecurity.txt2
- PASSPublic status page3
Your fix pack: 5 changes, up to +15 points
Each change is ready to paste, filled in for grafana.com, with a command to check it worked. Or hand the whole list to your coding agent.
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