Who it is for
Site owners and developers who care whether crawlers and assistants can parse what they publish.
Overview
What Agent Ready does
Agent Ready takes a URL and tests the site against several machine-readability standards: the Vercel Agent Readability Spec, llms.txt, and newer agent protocol formats such as MCP server cards, A2A agent cards, and agents.json.
The result is an interactive score card. It carries an agent-readability figure on a 0 to 100 scale, a separate llms.txt score, and a check-by-check breakdown sorted into site, page, llms.txt, and protocol sections. Every check that fails comes with a fix written in ordinary language.
Typical uses are diagnosing why AI tools miss a site's content, validating llms.txt and AGENTS.md files, and confirming structured data and Markdown mirrors. A site can be rescanned after changes, and each run links to a full report on agent-ready.dev. The scanner is free and needs no account.
What stands out
Each failing check arrives with a written remedy, and the full report stays available at a shareable link.
Availability
Where Agent Ready is listed
Agent Ready is listed in the ChatGPT apps directory only. Mark Lavercombe has no connector under the same domain in the Claude directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them.
ChatGPT apps are built on MCP, and the same server can back a Claude connector, so the absence is a distribution decision rather than a technical one.
ChatGPT listing
In the ChatGPT apps directory
- Developer
- Mark Lavercombe
- Filed under
- Developer Tools
- Listed since
- June 2026
- Authentication
- Authenticates when installed
- Website
- agent-ready.dev
- Policies published
- Privacy policy · Terms of service
- Official listing
- Open in ChatGPT
- Snapshot
- August 2026
Example prompts from the listing
- Scan scholar-sidekick.com for AI agent readiness
- Scan example.com and tell me what to fix for AI agents
Nearby
Other Developer Tools connectors
Agent Community
Member lookup and .agent name pre-registration
ChatGPT
Armature
Inspect MCP server activity and agent sessions
ChatGPT
Botpress
Agent prototyping on the Botpress platform
ChatGPT
Mnemom
Trust ratings and identity for software agents
Claude · ChatGPT
Outside Agent
Turns a written brief into a published AI agent
ChatGPT
Redox MCP
Configure and monitor a Redox healthcare integration environment
Claude
This is an independent catalogue entry compiled by Node8 from Agent Ready's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Mark Lavercombe, and inclusion here is not an endorsement.
Want your company reachable inside ChatGPT and Claude?
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