AgentsReady
Readiness index · #281 of 1846

jina.ai

Run the agent liveReport a change
63Readiness score / 100
L3 Agent-operableBeats 84% of 1,846 companies
Access20/20
Context3/20
Interfaces32/32
Onboarding5/19
Trust3/9
MCP · https://mcp.jina.ai/sse
OpenAPI · https://api.jina.ai/openapi.json

Biggest gains

  1. +8 llms.txt exists. Publish /llms.txt: a markdown index of your docs at the root or docs host.
  2. +6 Docs available as markdown. Serve every docs page as .md, or honour Accept: text/markdown.
  3. +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
  • FAILllms.txt exists8
  • FAILllms-full.txt exists3
  • FAILDocs available as markdown6
  • PASSSitemap2
  • PASSStructured metadata1
  • PASSPublic developer docs4
  • PASSMachine-readable API spec8
  • PASSRemote 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: 9 changes, up to +37 points

Each change is ready to paste, filled in for jina.ai, with a command to check it worked. Or hand the whole list to your coding agent.

llms.txt is the first file an agent looks for. It tells it what you do and where every doc lives, in one cheap request.

Where: https://jina.ai/llms.txt (and https://docs.jina.ai/llms.txt)
# Jina

> One sentence: what Jina does and who it's for.

Jina offers <products>. Use the API to <core jobs>. Get a test key in under a minute at <signup or dashboard URL>.

## Start here
- [Quickstart](https://docs.jina.ai): first API call in 5 minutes
- [Authentication and API keys](https://docs.jina.ai/authentication): how to get and scope a key
- [Pricing and limits](https://jina.ai/pricing): free tier, rate limits, what each call costs

## Build
- [API reference](https://docs.jina.ai/api-reference)
- [OpenAPI spec](https://api.jina.ai/openapi.json)
- [MCP server](https://docs.jina.ai/mcp): https://mcp.jina.ai/sse
- [SDKs](https://docs.jina.ai/sdks): TypeScript, Python
- [Errors](https://docs.jina.ai/errors)

## Optional
- [Changelog](https://docs.jina.ai/changelog)
- [Status](https://status.jina.ai)
Check it worked:curl -s https://jina.ai/llms.txt | head -3 # first line should start with "# "

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