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Datadog scores 60 out of 100 on the Agent Readiness Index
Datadog reaches level 2, Legible. Web experience is the strongest area at 98 out of 100. Identity and delegation is the weakest at 19.
Datadog was scanned on October 3, 2026. Its score is 60 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: datadoghq.com
Score by area
| Area | Score | What it asks |
|---|---|---|
| Discoverability | 96 out of 100, worth 15 points | Can an agent find and read your pages? |
| Protocol access | 36 out of 100, worth 20 points | Can an agent connect to you through MCP or an API? |
| Identity and delegation | 19 out of 100, worth 20 points | Can a customer give an agent limited access without sharing a password? |
| Web experience | 98 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 | 75 out of 100, worth 10 points | Do your terms allow agents that act for customers? |
What is holding Datadog back
- MCP server, 8 points lost. No MCP server, server card or registry entry was found for this organization. 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.
- OAuth and OpenID metadata, 5 points lost. No OAuth or OpenID metadata was found on the 21 hosts that answered. Agents cannot discover where to send a customer to approve access. Fix: Publish /.well known/oauth authorization server and /.well known/oauth protected resource for the customer facing APIs.
- PKCE and client registration, 4 points lost. No authorization server metadata, so PKCE and client registration could not be confirmed. Fix: Require PKCE with S256 and support client ID metadata documents or dynamic client registration for approved agent clients.
- Passkeys at sign in, 4 points lost. No passkey signal was found on the sign in page or in the published pages read. A prompt that starts only after a person types is not visible to the scan. Fix: Offer passkeys with conditional UI on the sign in page and for step up approvals.
What already works
- Sign in page loads for a declared agent in a browser
- Sign in form structure and autofill hints
- llms.txt guide for agents
How Datadog compares
The average score for software is 61.4 out of 100 across 124 organizations. The average across all 1,420 scored organizations is 42.2 out of 100.
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