Agent Ready

it.sneeze.agentreadyPublished by agentready.sneeze.itOfficial publisherv1.0.0Updated Oct 24, 2026

Score any website out of 100 for how well AI agents can find, understand and use it.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingDeveloper Tools

Overview

AI-generated overview

Agent Ready scores a public website out of 100 for how well AI agents can find, understand and use it, and explains the findings.

What you can do
Scan a public website and get an overall score plus a score per area, with the top finding in each area and a report link for the full fix plan. Retrieve a previously run report by its link or id without scanning again. Explain what an individual check measures, what it is worth, and where to read how to fix it. Show the scored areas, their weights and every check so a score can be explained.
When to use it
Useful when someone asks whether a site works with AI agents such as ChatGPT, Claude or Gemini, how to make a site agent ready, or wants a breakdown of a score and the checks behind it.
Requirements
A remote endpoint over streamable HTTP; no packages, environment variables or headers are declared. It needs a public website address to scan and network access to the service.
Before you install
Scanning submits a public website address to a third-party service, which fetches and analyzes that site. Reports are stored and can be fetched later by link or id, so treat report links as shareable. No credentials are declared.

Installation

In SourceWeft

  1. Open Agent Ready in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/it.sneeze.agentready%2Fagent-ready/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "agent-ready": {
      "type": "http",
      "url": "https://agentready.sneeze.it/mcp"
    }
  }
}

Tools

4

scan_website

Scan a website for agent readiness

Score any public website out of 100 for how well AI agents can use it: reach it, understand it, act on it (book, quote, buy), complete the task, act for a signed-in customer, trust its facts, and find the right location. Returns the score, a score per area, the most important finding in each area, and a link to the full report with every finding and the ordered fix plan. Takes 5 to 20 seconds.

Parametersurlrequiredfresh

get_report

Get an existing Agent Ready report

Fetch a report that was already run, by its report link or id, without scanning again.

Parametersreportrequired

explain_check

Explain one Agent Ready check

Explain what one check measures, what it is worth and where to read how to fix it. Pass the check name as it appears in a report, for example "WebMCP tools an agent can call".

Parameterscheckrequired

get_scoring_method

How the Agent Ready score works

The scored areas, their weights and every check, so a score can be explained.

Takes no parameters.

Version history

1
  1. v1.0.0LatestOct 24, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.