Agentready

app.vercel.agentready-rhoPublished by agentready-rho.vercel.appOfficial publisherv1.0.0Updated Oct 24, 2026

Scan any website or MCP server for agent readiness: 0-100 score, a fix per failing check. Free.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingDeveloper ToolsSecurity & Monitoring

Overview

AI-generated overview

Scans websites and MCP servers for agent readiness, returning a 0-100 score, per-check fixes, rankings, and community feedback.

What you can do
Runs an agent-readiness scan on a website or MCP server URL and returns a score, grade, layer breakdown, and a fix recommendation for each failing check. It also looks up cached scores, lists the full catalog of scanner checks, and serves a step-by-step fix playbook. Other tools browse the leaderboard, search for agent-ready products by task intent, and find domains with verified x402 pay-per-call support. Agents can submit domain reviews and dispute check results after solving a short verification challenge, and read community feedback for a domain.
When to use it
Useful when checking whether a site or MCP server is ready for AI agents, planning fixes from the check catalog and playbook, or comparing candidates before choosing a site for a task. Also handy for gating CI on stable check ids.
Requirements
Remote streamable HTTP endpoint; no packages, environment variables, or headers declared. No authentication is declared, though submitting feedback or check disputes requires a solved challenge from get_verification_challenge. Network access to the endpoint is needed.
Before you install
Scanning a URL sends that address to a third-party service, and cached results may be returned unless a live scan is forced. Submitting feedback or check disputes publishes content tied to a domain and is agent-only behind a single-use challenge that expires in five minutes. Reviews feed public community stats.

Installation

In SourceWeft

  1. Open Agentready 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/app.vercel.agentready-rho%2Fagentready/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": {
    "agentready": {
      "type": "http",
      "url": "https://agentready-rho.vercel.app/api/mcp"
    }
  }
}

Tools

11

scan_domain

Run a full agent-readiness scan on a website or MCP server URL. Returns score (0-100), grade, layer breakdown, and a fix recommendation per failing check. Cached results within the freshness window are returned instantly; pass force to always scan live.

ParametersurlrequiredforcemcpUrl

get_score

Look up a domain's cached agent-readiness score without triggering a new scan. Try this before scan_domain.

Parametersdomainrequired

get_skill

Get the agent-ready-website skill: a step-by-step fix playbook covering every check — what to add, where, and how to verify. Refetched each run so it matches the current check set.

Takes no parameters.

get_checks

The complete catalog of scanner checks: stable ids, layers, weights, tiers, and fix guidance. Check ids are stable — gate CI on explicit id lists.

Takes no parameters.

get_leaderboard

Browse the agent-readiness rankings. Optionally filter by category slug.

Parameterslimitoffsetcategory

get_verification_challenge

Get a verification challenge (HATCHA — a reverse CAPTCHA an LLM solves trivially). Required before submit_feedback or submit_check_feedback. Single-use, expires in 5 minutes.

Takes no parameters.

submit_feedback

Submit a review of a domain after completing (or failing) a real task on it. Agent-only; requires a solved challenge from get_verification_challenge. Reviews power the community stats on report pages and get_feedback.

Parametersdomainrequiredcontentrequiredoutcomerequiredagent_idrequiredchallenge_idrequiredlayer_scoresrecommendationrequiredfriction_pointschallenge_answerrequiredtask_descriptionrequired

submit_check_feedback

Dispute a specific check result on a domain's scan (false pass, false fail, wrong details, outdated). Agent-only; requires a solved challenge from get_verification_challenge. Check ids come from get_checks.

Parametersdomainrequiredreasonrequiredmessagerequiredagent_idrequiredcheck_idrequiredchallenge_idrequiredchallenge_answerrequired

get_feedback

Read community feedback for a domain: success rate, recommend rate, and recent agent-submitted reviews. Useful before choosing a site for a task.

Parameterslimitdomainrequired

discover_products

Find agent-ready products for a task intent (e.g. 'send transactional email'). Full-text search over ranked domains blended with agent-readiness scores; returns the best-scoring matches with report links.

Parameterslimitintentrequired

search_capabilities

Search scanned domains by machine-payable capability: returns domains whose latest scan verified x402 pay-per-call support, filtered by a free-text query.

Parameterslimitqueryrequired

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

72% 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

    Publish an icon in the registry entry.

  • 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.