Sentry vs Datadog for AI agents
Datadog is more ready for AI agents than Sentry: 67 vs 54 out of 100. Datadog is ahead on JSON-LD, semantic HTML and SoftwareApplication data. Sentry is ahead on OAuth discovery metadata.
What an agent finds
| Sentry | Datadog | |
|---|---|---|
| Score | 54/100 | 67/100 |
| Blocks AI agents | No | No |
| robots.txt disallows | No AI bots | No AI bots |
| llms.txt | At the root | At the root |
| Remote MCP server | none found | none found |
| Docs MCP server | none found | none found |
| OpenAPI spec | none found | none found |
| Developer docs | docs.sentry.io/ | docs.datadoghq.com/mobile.md |
| Public pricing | none found | none found |
| Self-serve sign-up | No self-serve page we could open | No self-serve page we could open |
Check by check
60 core points every site needs, plus 40 split between letting an agent sign a team up and connecting through the API. Sign-up and API checks count half each.
| Check | Points | Sentry | Datadog |
|---|---|---|---|
| Core | 44 | 55 | |
| Agents get the real page, not a bot wall | 12 | ✓ | ✓ |
| robots.txt lets user-triggered agents in | 6 | ✓ | ✓ |
| Answer-engine crawlers are allowed | 4 | ✓ | ✓ |
| Content is in the raw HTML | 6 | ✓ | ✓ |
| Semantic HTML (main, nav, header) | 4 | · | ✓ |
| Icon buttons and links have names | 3 | ✓ | ✓ |
| Form fields have labels | 3 | ✓ | ✓ |
| Images have alt text | 3 | ✓ | ✓ |
| The page has an H1 | 2 | · | ✓ |
| Structured data (JSON-LD) | 5 | · | ✓ |
| Meta description and Open Graph tags | 3 | · | · |
| sitemap.xml | 3 | ✓ | ✓ |
| llms.txt | 4 | ✓ | ✓ |
| Dates show the content is fresh | 2 | · | · |
| Sign-up | 3 | 6 | |
| Public pricing page | 5 | · | · |
| A self-serve sign-up link | 4 | · | · |
| Sign-up page opens for agents | 3 | · | · |
| A free plan or trial | 3 | ✓ | ✓ |
| No card needed to start | 2 | · | · |
| SoftwareApplication data | 3 | · | ✓ |
| API | 7 | 5.5 | |
| OpenAPI spec | 3.5 | · | · |
| Remote MCP server | 4 | · | · |
| Docs as markdown | 2.5 | ✓ | ✓ |
| Self-serve API keys | 3 | · | · |
| OAuth client self-registration | 2.5 | · | · |
| OAuth discovery metadata | 1.5 | ✓ | · |
| SDKs and a CLI | 1.5 | ✓ | ✓ |
| Free tier or test keys | 1.5 | ✓ | ✓ |
Automated, read-only scan of each homepage, robots.txt, llms.txt, docs, OpenAPI paths and MCP endpoints on 3 Nov 2026. How scoring works.
Check them again today
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Questions
Is Sentry or Datadog better for AI agents?
Datadog is more ready for AI agents than Sentry: 67 vs 54 out of 100. Datadog is ahead on JSON-LD, semantic HTML and SoftwareApplication data. Sentry is ahead on OAuth discovery metadata. Scores are from our scan on 3 Nov 2026.
Does Sentry have an MCP server?
Not one we could find. On 3 Nov 2026 our scan found no remote MCP server for Sentry at the usual addresses (mcp.sentry.io/mcp, api.sentry.io/mcp, the docs host, or any MCP URL linked from its homepage or llms.txt).
Does Datadog have an MCP server?
Not one we could find. On 3 Nov 2026 our scan found no remote MCP server for Datadog at the usual addresses (mcp.datadoghq.com/mcp, api.datadoghq.com/mcp, the docs host, or any MCP URL linked from its homepage or llms.txt).
Does Sentry block AI agents?
No. Sentry served its homepage to an AI user-agent and its robots.txt doesn't disallow any of the AI crawlers we check.
Does Datadog block AI agents?
No. Datadog served its homepage to an AI user-agent and its robots.txt doesn't disallow any of the AI crawlers we check.