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Launchdarkly scores 88 out of 100 on the Agent Readiness Index
Launchdarkly reaches level 3, Connectable. Web experience is the strongest area at 100 out of 100. Policy and governance is the weakest at 58.
Launchdarkly was scanned on November 14, 2026. Its score is 88 out of 100, level 3, Connectable. An agent can connect through an MCP server or a public API program. To reach level 4, Trusted: Let customers authorize agents: OAuth with PKCE, a registration path and documented delegate controls.
Website: launchdarkly.com
Score by area
| Area | Score | What it asks |
|---|---|---|
| Discoverability | 72 out of 100, worth 22 points | Can an agent find and read your pages? |
| Protocol access | 84 out of 100, worth 14 points | Can an agent connect to you through MCP or an API? |
| Identity and delegation | 70 out of 100, worth 12 points | Can a customer give an agent limited access without sharing a password? |
| Web experience | 100 out of 100, worth 20 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 | 58 out of 100, worth 6 points | Do your terms allow agents that act for customers? |
| Marketing readiness | 75 out of 100, worth 18 points | Can an agent see what you sell, and buy or book it? |
What is holding Launchdarkly back
- llms.txt guide for agents, 3.4 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.
- Robots policy for user triggered agents, 2.4 points lost. Some user triggered agents are restricted in robots.txt. Fix: Allow the ChatGPT User, Claude User and Perplexity User agents in robots.txt for public product, pricing and help pages.
- Structured data on the home page, 2.4 points lost. Only generic structured data is present, with no product, price or question markup. Fix: Add JSON LD for your organization type, Product or Service, Offer and FAQPage on the pages customers ask about most.
- Product or service catalog with images, 2.2 points lost. No catalog of products or services with images was found: no feed, no catalog file and no structured data. Fix: Publish a product or service feed JSON or XML with an image and a price or plan for each item, and add structured data to the pages.
What already works
- MCP server
- OAuth and OpenID metadata
- PKCE and client registration
How Launchdarkly compares
The average score for software is 62 out of 100 across 142 organizations. The average across all 2,353 scored organizations is 44.2 out of 100.
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