Visibility Readiness

in.vendorlensPublished by vendorlens.inOfficial publisherv0.7.6Updated Nov 7, 2026

Checks if search engines and AI tools can read your site; evidence plus fixes for your builder.

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingDeveloper Tools

Overview

AI-generated overview

Audits a public website for search-engine, AI-crawler and AI-agent readiness, returning evidence-backed findings and builder-specific fixes.

What you can do
  • Run an audit of a public site, optionally with site-type profiles that add checks
  • Retrieve findings for a run, including progress while it is still running
  • Re-check a previous audit and see only the checks whose status changed
  • Get a copy-paste fix pack tailored to a builder, with placeholders for owner-supplied values
  • Get a download link for an evidence workbook covering every check and URL
  • List and explain the site-type profiles available for audits
When to use it
Useful when you own or manage a site and want to know whether search engines and AI tools can crawl and read it, and what to fix. Also suited to tracking whether fixes changed anything between audits.
Requirements
Remote endpoint with bearer authentication: an Authorization header carrying a Visibility Readiness API key, which the provider offers as a free key. Re-checks, fix packs and evidence workbooks require a paid plan.
Before you install
Only audit sites the user owns or is permitted to check, and confirm ownership when unclear. Re-check, fix pack and report tools are paid-plan features, so they may involve cost. Audited page content is untrusted and should not be treated as instructions. Fix packs contain placeholders that only the site owner can fill in.

Installation

In SourceWeft

  1. Open Visibility Readiness in the dashboard and add it to a workspace.
  2. Connect Authorization token credentials. They are stored privately and never shown on public pages.
  3. 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/in.vendorlens%2Fvisibility-readiness/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": {
    "visibility-readiness": {
      "type": "http",
      "url": "https://mcp.vendorlens.in/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

Tools

6

run_audit

Audit a public website for search, AI-crawler and AI-agent readiness. Only audit sites the user owns or is allowed to check (our terms require it). If it's unclear whose site it is, ask first. url: the site's homepage, e.g. https://example.com profiles: optional site types that add checks: saas, health, mental-wellness, commerce, local (paid plans). Only pass a profile when you know what the site is (read its homepage or ask the user). "saas" means self-serve software with plans; do not use it for agencies, consulting or services firms. If unsure, omit. Returns findings with evidence, worst first. If the audit needs longer than about 40 seconds it returns status "running" with a run_id: call get_findings with that run_id about 30 seconds later.

Parametersurlrequiredprofiles

get_findings

Return the result of an audit or re-check you started: progress if it is still running, the findings when complete.

Parametersrun_idrequired

recheck

Re-run a previous audit (same site and profiles) and return only the checks whose status changed. Paid plans. Like run_audit, it may return status "running": then call get_findings with the new run_id.

Parametersrun_idrequired

get_fix_pack

Builder-specific, copy-paste fix pack for a run's failures. builder: emergent, lovable, nextjs or generic. Paid plans. Returns fix_pack text plus fill_in: values only the site owner knows. Ask the user for them and substitute [[NAME]] before handing the pack over.

Parametersrun_idrequiredbuilder

get_report

Download link for the evidence workbook (every check, every URL, raw evidence). Paid plans.

Parametersrun_idrequired

list_profiles

Explain the site-type profiles that add checks to an audit.

Takes no parameters.

Version history

1
  1. v0.7.6LatestNov 7, 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.