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AgentReady MCP

by AshutoshRaj97

Index any website, then ask it questions and get cited answers drawn from across its pages.

Site Crawling & Scraping InfrastructureVerified
Summary
It answers the question a single page fetch cannot.

An agent using a plain fetch reads one page at a time, gets empty HTML from a React site, and answers confidently anyway. Indexing the whole site and retrieving across it is the difference — and plan_site_action is deliberately read-only, so a grounded plan never quietly becomes an action nobody approved.

What it is

A hosted capability layer that makes a website usable by agents. Paste a URL, it crawls the site, generates a spec-compliant llms.txt, and hosts a live retrieval endpoint — so a question returns a cited answer synthesised across pages, including from JavaScript-rendered sites a plain fetch returns empty for.

What you get
  • ask_site answers a natural-language question about a site with citations, across multiple pages
  • submit_site indexes a site through a four-layer pipeline that handles React, Next.js and Vue single-page apps
  • list_sites shows what is already indexed — the index is shared, so a colleague's submission is queryable immediately
  • get_site_capabilities returns a site's manifest — freshness, read-only limits, schemas, and available MCP and HTTP endpoints — indexing the site first if it is new
  • plan_site_action turns a request into a grounded read-only plan with sources, risks and confirmation requirements, and never executes side effects
  • refresh_site forces a full re-crawl when content has changed
  • rate_answer submits quality feedback tied to a specific earlier answer
  • The same package doubles as a CLI: grade produces an agent-readiness report card, plus ask, index and refresh, with --json for CI and a non-zero exit below a B
Requirements

The npm package @agentreadyweb/mcp over stdio with npx -y, or the hosted endpoint https://www.agentready.it.com/api/mcp for clients that speak HTTP. No account is required to index your first site. AGENTREADY_MCP_URL overrides the endpoint for a self-hosted instance. Build plugins exist for Docusaurus, MkDocs and Starlight so a docs site re-indexes on every deploy.

Setup effort

One command — npx @agentreadyweb/mcp