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Confluent scores 71 out of 100 on the Agent Readiness Index
Confluent reaches level 2, Legible. Identity and delegation is the strongest area at 90 out of 100. Policy and governance is the weakest at 19.
Confluent was scanned on October 15, 2026. Its score is 71 out of 100, level 2, Legible. An agent can read and cite your content. To reach level 3, Connectable: Offer a programmatic path: a live MCP server, a data sharing program with OAuth metadata, or a verified Poppy file.
Website: confluent.io
Score by area
| Area | Score | What it asks |
|---|---|---|
| Discoverability | 89 out of 100, worth 15 points | Can an agent find and read your pages? |
| Protocol access | 51 out of 100, worth 20 points | Can an agent connect to you through MCP or an API? |
| Identity and delegation | 90 out of 100, worth 20 points | Can a customer give an agent limited access without sharing a password? |
| Web experience | 87 out of 100, worth 15 points | Does your site work when an agent uses it? |
| Voice and IVR | Not measured yet | What happens when an agent calls your phone line? |
| Policy and governance | 19 out of 100, worth 10 points | Do your terms allow agents that act for customers? |
What is holding Confluent back
- MCP server, 6 points lost. Public documentation mentions MCP, but no server or card was found. Fix: Publish a remote MCP server with OAuth. Start with read only tools such as account status, orders or location search, and publish a server card at /.well known/mcp/server card.
- Documented delegate and data sharing controls, 4 points lost. No public page on delegate access or connected app controls was found. Fix: Publish a help page on delegate access and add a connected apps screen where customers revoke access.
- Terms on automated access, 4 points lost. The terms restrict automated access and name no exception for authorized agents. Fix: Add an exception for authorized agents acting for the customer through approved interfaces.
- llms.txt guide for agents, 3 points lost. No llms.txt file was found at the site root. Fix: Publish /llms.txt with links to product, pricing, support and location pages.
What already works
- OAuth and OpenID metadata
- PKCE and client registration
- Structured data on the home page
How Confluent compares
The average score for software is 61.4 out of 100 across 124 organizations. The average across all 1,421 scored organizations is 42.2 out of 100.
Similar organizations
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- BigCommerce, 70 out of 100