# AgentReady

> AgentReady is an agent interface platform that makes any website AI-agent native. Paste any public URL and AgentReady generates a spec-compliant llms.txt, a hosted MCP server, cited RAG answers, and an agent-readiness grade — no code or developer required. It is live at https://agentready.it.com.

## What AgentReady Does

AgentReady solves the problem that AI agents (ChatGPT plugins, Claude, Cursor, Perplexity) cannot reliably query most websites: they parse raw HTML, miss JavaScript-rendered content, hallucinate answers, and have no way to know what a site supports. AgentReady provides a structured interface layer between agents and websites.

Key facts about AgentReady:
- Founded 2026; headquarters: remote
- Free plan available; Pro at $49/month; Team at $149/month
- MCP endpoint (Streamable HTTP): https://agentready.it.com/api/mcp
- Site-specific ask endpoint: POST https://agentready.it.com/api/sites/{siteId}/ask with body {"query": "..."}
- Site-specific MCP: https://agentready.it.com/api/sites/{siteId}/mcp
- llms.txt for any indexed site: https://agentready.it.com/api/sites/{siteId}/llms.txt
- npm CLI package: @agentreadyweb/mcp (no install: `npx @agentreadyweb/mcp`)
- AI model used for answer generation: Anthropic claude-sonnet-4-6
- Embeddings: OpenAI text-embedding-3-small (pgvector on Supabase)
- 152 sites currently indexed in the public directory

## Pricing

- **Free** ($0/month): 1 site, 100 pages crawled, 5 index refreshes/month, public MCP endpoint, llms.txt generation, cited RAG answers, agent-readiness grade, 7-day analytics, query intent analytics, structured fact extraction (read-only), crawl changelog (last 3 entries), answer signing
- **Pro** ($49/month): 5 sites, 500 pages per site, 50 refreshes/month, everything in Free, 30-day analytics, private MCP with API key auth, GitHub check runs on every refresh, Slack regression alerts, Agent Simulator (5-task scoring), query gap detection with AI-drafted content briefs, answer tests (expected-fact CI), Content Push API, query webhooks (HMAC-signed), fact attestation (owner-verified facts in RAG), full crawl changelog, site freshness alerts
- **Team** ($149/month): unlimited sites, unlimited pages, unlimited refreshes, everything in Pro, 90-day analytics, early feature access
- **Enterprise**: custom pricing — SSO, private deployment, SLA, audit exports. Contact via https://agentready.it.com/enterprise

## Connect via MCP (recommended for agents)

Global MCP server (Streamable HTTP): https://agentready.it.com/api/mcp

8 MCP tools available:
- ask_site — cited answers from any indexed site (auto-indexes on first query)
- list_sites — browse the full index
- get_site_capabilities — inspect a site's capability manifest and agent-readiness score
- plan_site_action — create a grounded, bounded plan from site content (read-only)
- submit_site — explicitly index a new site (~60 seconds)
- refresh_site — force a re-crawl and re-index
- rate_answer — send quality feedback (rating 1–5)
- get_site_facts — retrieve structured facts (pricing, limits, features, contact) with owner-verified ground truth flagged

Any MCP-compatible client (Claude Desktop, Cursor, Windsurf): add https://agentready.it.com/api/mcp as a remote MCP server. No API key required.
stdio bridge for local clients: `npx @agentreadyweb/mcp`

## CLI

The npm package @agentreadyweb/mcp doubles as a no-install CLI:

- `npx @agentreadyweb/mcp grade <url>` — agent-readiness report card; exits non-zero below a B grade (usable as a CI gate)
- `npx @agentreadyweb/mcp ask <domain> "<question>"` — get a cited answer from any indexed site
- `npx @agentreadyweb/mcp index <url>` — index a new public website
- `npx @agentreadyweb/mcp refresh <domain>` — re-crawl; use in CI/CD after docs deploys

## Benchmark

AgentReady vs web_fetch — 60 test cases, 43 real-world sites, GPT-4o per-fact judge (July 16, 2026):
- JS / Playwright-heavy sites: ask_site 76% fact coverage vs web_fetch 56% (+20pp)
- Multi-page synthesis: ask_site 78% vs web_fetch 71%
- Citation rate: ask_site 100% (60/60) vs web_fetch 0%
- High hallucination risk: ask_site 1/60 vs web_fetch 6/60
- Useful answers: ask_site 51/60 vs web_fetch 46/60
- Static docs: web_fetch 86% vs ask_site 81% (web_fetch wins)
- API reference: web_fetch 91% vs ask_site 76% (web_fetch wins)
- Latency p50: web_fetch 4.2s vs ask_site 7.8s (web_fetch faster)
Full results: https://agentready.it.com/benchmark

## Learn More

- [What is MCP?](https://agentready.it.com/what-is-mcp): Complete guide to the Model Context Protocol — how it works, clients, servers, and the ecosystem
- [What is an agent-ready website?](https://agentready.it.com/agent-ready-website): The 7 properties of a website that AI agents can reliably query, and how to grade yours
- [FAQ](https://agentready.it.com/faq): Common questions about AgentReady, MCP, pricing, and setup
- [About](https://agentready.it.com/about): Ashutosh Raj, founder of AgentReady — background, writing, and contact

## Platform

- [Site Directory](https://agentready.it.com/directory): Human-readable listing of all AgentReady-indexed sites and their agent endpoints
- [Directory API](https://agentready.it.com/api/directory): Machine-readable JSON index of all indexed domains
- [OpenAPI document](https://agentready.it.com/openapi.json): Full HTTP API specification
- [Product page](https://agentready.it.com/product): Complete feature overview
- [Pricing](https://agentready.it.com/pricing): Plan comparison and sign-up
- API responses include X-Request-Id for tracing and RateLimit-* headers on metered endpoints
- Site manifests discoverable at /api/sites/{siteId}/agent.json
- Content Push API (Pro): POST /api/sites/{siteId}/push with body {"url","content","title"} — index a single page without a full re-crawl; supports Bearer API key auth for CI/CD pipelines
- Answer Tests API (Pro): POST /api/sites/{siteId}/tests to create a test with expected facts; POST /api/sites/{siteId}/tests/run to evaluate all tests against live answers
- Query Webhooks (Pro): POST /api/sites/{siteId}/webhooks to register a signed HTTP endpoint; receives {"event":"query","query","answer","sources","agent",...} for every agent query; HMAC-SHA256 signed
- Answer Signing: every /ask response includes X-AgentReady-Signature header (format: t=<unix_ms>,v1=<hmac_hex>); verify at POST /api/verify/answer; key info at GET /api/verify/pubkey
- Structured Facts API (Free read, Pro attest): GET /api/sites/{siteId}/facts returns extracted key-value facts grouped by category (pricing/features/limits/contact/technical/policy); Pro owners can attest facts as owner-verified ground truth via PATCH
- Site Changelog API (Free): GET /api/sites/{siteId}/changes?since=<iso_date>&limit=<n> returns per-crawl diff of new/modified/removed pages
- Query Intent Analytics (Free): every query classified into pricing/comparison/technical/support/evaluation/general intent — visible in analytics dashboard
- Agent Registry (Free): GET /api/agents lists registered agent bots; POST /api/agents to self-register with a user-agent pattern for verified status

## How to Use

To query any public site, use the ask_site MCP tool — it automatically indexes the site when needed. For direct HTTP: POST `{"query": "your question"}` to any ask endpoint in the directory.

## Indexed Sites (152)

- [Canter Lube Oil](https://canterlube.com/): UAE-based manufacturer and supplier of high-performance automotive, industrial, and marine lubricants, greases, and specialty oils. — ask endpoint: https://agentready.it.com/api/sites/e44d0fb2-8fb7-4a62-8217-8e98b83f5a77/ask
- [OneSimpleBoard](https://onesimpleboard.com/): Free, simple project management tool for developers with task tracking and time management. — ask endpoint: https://agentready.it.com/api/sites/35fe0a68-08cf-47e9-a45f-f9d7aba610aa/ask
- [Example Domain](https://example.com/docs): A reserved domain for use in illustrative documentation examples, requiring no prior permission. — ask endpoint: https://agentready.it.com/api/sites/c3ac29fc-a6fd-432d-a0fa-25a04722aea5/ask
- [MCP Test Example](https://mcp-test-example.github.io/): A GitHub Pages hosted site for MCP testing purposes (currently unavailable). — ask endpoint: https://agentready.it.com/api/sites/a4a9c0a1-65a8-43ee-8d13-70a726ec2517/ask
- [TechnoCore Chat](https://technocore.chat/): HTTP-native chat and notes for agents — no auth, no client, no JS required, just plain GET requests. — ask endpoint: https://agentready.it.com/api/sites/1a5bb1dd-f7d9-46d7-9439-ec2ca7e11883/ask
- [Amazon Web Services (AWS)](https://aws.amazon.com/): AWS is a comprehensive cloud computing platform offering 240+ services spanning infrastructure, AI, developer tools, and business solutions. — ask endpoint: https://agentready.it.com/api/sites/849a35a4-dab3-4c44-b00e-f7c21108e6ec/ask
- [React](https://reactjs.org/docs/getting-started.html): Official React documentation covering component-based UI development, hooks, and core concepts. — ask endpoint: https://agentready.it.com/api/sites/adc805a5-026f-4e5e-b2ad-d08f072423f1/ask
- [SQLite](https://www.sqlite.org/docs.html): SQLite is a small, fast, reliable, self-contained, serverless SQL database engine used in billions of deployments worldwide. — ask endpoint: https://agentready.it.com/api/sites/f801539e-d704-4e62-b452-c804cb1a7ee7/ask
- [MCP Test Submit](https://mcp-test-submit.readthedocs.io/): A Read the Docs hosted project page (currently returning 404 - project not found). — ask endpoint: https://agentready.it.com/api/sites/6a45c4d9-1e01-4bf5-835c-755fa1fe49b0/ask
- [AWS Management Console](https://console.aws.amazon.com/): The central web interface for accessing, managing, and configuring all Amazon Web Services resources and accounts. — ask endpoint: https://agentready.it.com/api/sites/67648ff4-ad5a-42b5-8105-629de769f5e3/ask
- [GitHub REST API](https://api.github.com/): The root endpoint for GitHub's REST API, providing URLs to all available API resources and endpoints. — ask endpoint: https://agentready.it.com/api/sites/235bbd6c-455c-45b5-9da6-dbcbfc06f11a/ask
- [ProtoClinical](https://www.theprotoclinical.com/): Korean skincare explorer helping users find products by routine step, ingredient, texture, and skin concern with current product details. — ask endpoint: https://agentready.it.com/api/sites/9c6d6167-8dee-4741-bf7e-11ce06cae03c/ask
- [API Acre](https://apiacre.com/): Pay-per-call API marketplace on Base blockchain offering code metrics, text analysis, and developer tools with free output previews. — ask endpoint: https://agentready.it.com/api/sites/29ccffef-bb0f-4b12-89e3-efb44ea8f380/ask
- [Boat Tech Directory](https://boat-tech-directory.rhizomatics.org.uk/): A curated directory of marine technology resources covering NMEA, SeaTalk, open source projects, vendors, charts, and educational content. — ask endpoint: https://agentready.it.com/api/sites/80eddd62-b335-43c3-80bf-1a7eb2f77bee/ask
- [Peptide Tracker | GLP-1s, Semaglutide, Tirzepatide & All Peptides](https://glp1.app/): iOS app for tracking GLP-1 and peptide treatments, including dose logging, reminders, half-life modeling, and health marker monitoring. — ask endpoint: https://agentready.it.com/api/sites/1880c873-4a83-4eae-9cd3-51c4934454a6/ask
- [Zapier Help Center](https://help.zapier.com/): Official Zapier support and documentation for building automations, managing accounts, and troubleshooting workflows. — ask endpoint: https://agentready.it.com/api/sites/ee3da4e0-38af-4486-957b-c58eb16fb491/ask
- [Y Combinator](https://www.ycombinator.com/): Y Combinator is a startup accelerator that funds and supports early-stage companies through mentorship, resources, and a global founder network. — ask endpoint: https://agentready.it.com/api/sites/a9c465e2-228e-4232-8e07-13b8e93625ed/ask
- [Svelte](https://svelte.dev/): Svelte is a compiler-based UI framework for building fast, concise web applications using HTML, CSS, and JavaScript. — ask endpoint: https://agentready.it.com/api/sites/7696f6c0-bc3d-4e9d-8589-0af19f1eab06/ask
- [Sphinx-Needs Documentation](https://sphinx-needs.readthedocs.io/en/stable/): Sphinx extension for Engineering-as-Code: track requirements, specifications, and test cases within Sphinx docs. — ask endpoint: https://agentready.it.com/api/sites/39b6f164-17f7-49b7-aa1d-0011c3be1ee1/ask
- [Gildas Garin-Hameline | Développeur Web Freelance](https://gildas.ecobosto.fr/): Freelance fullstack developer based in Rennes, specializing in PHP, React, NextJS, and Capacitor with cybersecurity expertise. — ask endpoint: https://agentready.it.com/api/sites/387273ae-c4f7-409f-b740-4e22d31837a1/ask
- [LevelMe'Up](https://help.level-me-up.app/): LevelMe'Up is a platform for creating sales challenges, incentives, and gamified experiences to motivate and engage teams. — ask endpoint: https://agentready.it.com/api/sites/a7407e9a-b886-4428-b976-07f2d912eba5/ask
- [ElevenLabs Documentation](https://elevenlabs.io/docs/overview/models?_gl=1*1hyyo2w*_up*MQ..*_ga*OTE2MzE5ODg4LjE3ODU4NDI5NzU.*_ga_82RG1PXYVW*czE3ODU4NDI5NzUkbzEkZzAkdDE3ODU4NDI5NzUkajYwJGwwJGgw): ElevenLabs provides AI-powered voice synthesis models and tools for expressive, multilingual text-to-speech applications. — ask endpoint: https://agentready.it.com/api/sites/392fd8f9-e0bb-4e07-a7f1-125f3946b574/ask
- [Royal Miles](https://royalmiles.com/): Royal Miles is a UAE-based bus charter and transportation service offering vehicle rentals and chauffeur services across Abu Dhabi, Al Ain, and Sharjah. — ask endpoint: https://agentready.it.com/api/sites/56b0d2d9-219a-4d10-9247-383012cbb268/ask
- [IAM Access Analyzer API Reference](https://docs.aws.amazon.com/): AWS IAM Access Analyzer API reference for managing policy analysis, findings, and access previews. — ask endpoint: https://agentready.it.com/api/sites/3323e70a-6402-4f70-80fa-b2465102f11d/ask
- [HashiCorp Developer](https://developer.hashicorp.com/): Official developer portal for HashiCorp tools including Boundary, Consul, Vault, and HCP with tutorials, docs, and certifications. — ask endpoint: https://agentready.it.com/api/sites/e0cb90bb-46ad-4fa0-8cdf-9406b013946c/ask
- [Verified AI Visible Directory — AI Discovery Files](https://www.ai-visibility.org.uk/): A registry of verified websites implementing AI Discovery Files, with tools and specs to help AI systems discover, interpret, and cite your business. — ask endpoint: https://agentready.it.com/api/sites/0017ab83-a48e-4994-8690-b623b6008376/ask
- [Awesome Email Marketing](https://llazyemail.github.io/awesome-email-marketing): A curated collection of email marketing resources, tools, and best practices for marketers and developers. — ask endpoint: https://agentready.it.com/api/sites/f504b983-cc45-45bd-9f5e-a398202884e9/ask
- [StackBlitz](https://stackblitz.com/): Browser-based instant development environments and AI-powered app builder for frontend and product teams. — ask endpoint: https://agentready.it.com/api/sites/6ff197f9-8b8d-4119-b7a0-99bc7645f4be/ask
- [Google](https://google.com/): Google's flagship search engine and suite of web services including Gmail, advertising, and business solutions. — ask endpoint: https://agentready.it.com/api/sites/bc63f3ca-095d-43e7-b544-9c659790d6fa/ask
- [Open SaaS](https://opensaas.sh/): Free, open-source React + Node.js + Prisma SaaS starter template with batteries included, built for the AI era using Wasp. — ask endpoint: https://agentready.it.com/api/sites/15ed0baf-a0ef-40db-aa6d-7f3093626dd1/ask
- [Wasp](https://wasp.sh/): Wasp is a full-stack TypeScript framework combining React, Node.js, and Prisma with built-in auth, jobs, and deployment. — ask endpoint: https://agentready.it.com/api/sites/0cec3aed-5a52-4992-be95-a1d5e896839e/ask
- [Hypatos](https://www.hypatos.ai/about-us): Hypatos delivers agentic AI solutions for autonomous enterprise transaction processing and document intelligence. — ask endpoint: https://agentready.it.com/api/sites/23002c5b-2a6e-481c-89e2-4333f52306b6/ask
- [rootcube](https://rootcube.com/): rootcube is a data architecture, engineering, and analytics consultancy helping organizations build scalable, maintainable data platforms. — ask endpoint: https://agentready.it.com/api/sites/56a2bdaf-18cd-462e-ab0b-7cacd3650efa/ask
- [Lenny's Newsletter](https://lennysnewsletter.com): Deeply researched product, growth, and career advice for product leaders, founders, and ambitious builders. — ask endpoint: https://agentready.it.com/api/sites/7561e734-6d5b-4a26-bd30-4c0b7280afad/ask
- [Emergent.com](https://www.emergent.com): Premium domain name "Emergent.com" is currently listed for sale at $3,500,000 USD. — ask endpoint: https://agentready.it.com/api/sites/603cbab8-e04d-49ac-bdff-27904867fe40/ask
- [SOW studio](https://symbolsofwealth.studio): AI-powered creative studio based in Southern France making premium social content, end-to-end. — ask endpoint: https://agentready.it.com/api/sites/934fc430-bf66-40c4-8b38-023e67e712d1/ask
- [Øresund Bridge - Wikipedia](https://en.wikipedia.org/wiki/%C3%98resund_Bridge): Wikipedia article covering the Øresund Bridge, the combined rail-and-road bridge-tunnel linking Denmark and Sweden. — ask endpoint: https://agentready.it.com/api/sites/b974664b-d5a1-482a-bfff-de9f7f511ec7/ask
- [CheapestInference](https://cheapestinference.com): Flat-rate, unlimited-token LLM API access for open-source models via reserved 8-hour time windows. — ask endpoint: https://agentready.it.com/api/sites/c51af8db-e6bd-4234-9deb-50cb3c296e03/ask
- [Internet Encyclopedia of Philosophy](https://iep.utm.edu): A free, peer-reviewed online encyclopedia of philosophy articles written by professional philosophers. — ask endpoint: https://agentready.it.com/api/sites/f5e181ac-2ea1-4c55-9697-c0a5308e2b5e/ask
- [Stanford Encyclopedia of Philosophy](https://plato.stanford.edu): A continuously updated, peer-reviewed reference work covering philosophy and related disciplines, maintained by scholars worldwide. — ask endpoint: https://agentready.it.com/api/sites/99782f53-dd27-4d4a-9723-dde148ccaed1/ask
- [Render Pricing](https://render.com/pricing): Cloud hosting platform pricing plans with compute options, feature comparisons, and workspace tier details. — ask endpoint: https://agentready.it.com/api/sites/731da87e-35d9-4960-9402-0161f6ad5b86/ask
- [Uniswap Developers](https://docs.uniswap.org): Official developer documentation for integrating Uniswap swaps, liquidity management, token launches, and DeFi tooling. — ask endpoint: https://agentready.it.com/api/sites/5f8f488a-3485-4252-8e4e-35cf135296ad/ask
- [o-sumo | 大相撲 番付・星取表](https://osada.us): A Japanese sumo wrestling site displaying tournament rankings (banzuke) and match results (shikona). — ask endpoint: https://agentready.it.com/api/sites/09616775-751a-4223-845f-1dc52035c9ad/ask
- [Senzing - The Entity Resolution Experts](https://senzing.com): Senzing provides real-time AI-powered entity resolution software to identify who you're dealing with, reveal relationships, and reduce risk. — ask endpoint: https://agentready.it.com/api/sites/ad4a800b-1fce-4f12-a879-3b5607799cc1/ask
- [CodeSuite](https://community.obsidian.md/plugins/code-suite): Obsidian community plugin page for CodeSuite, providing code block enhancement tools for the Obsidian note-taking app. — ask endpoint: https://agentready.it.com/api/sites/d984d7bf-122c-4e1a-822b-c973190df752/ask
- [Hermes Agent Documentation](https://hermes-agent.nousresearch.com/docs): Hermes Agent is a self-improving AI agent by Nous Research with a built-in learning loop, persistent memory, and cross-platform support. — ask endpoint: https://agentready.it.com/api/sites/26f144ca-43fb-4205-a648-46bff93cca73/ask
- [كووورة | الموقع العربي الرياضي الأول](https://kooora.com): أكبر موقع عربي متخصص في أخبار كرة القدم والنتائج المباشرة والمباريات والبطولات. — ask endpoint: https://agentready.it.com/api/sites/ddf9230c-1ad8-445b-9fd4-109903081b59/ask
- [Wikipedia](https://wikipedia.org): The free online encyclopedia that anyone can edit, available in hundreds of languages worldwide. — ask endpoint: https://agentready.it.com/api/sites/eb32dba5-8be6-479a-921a-4222af066ec9/ask
- [Asana Pricing & Plans](https://asana.com/pricing): Asana is a work management platform offering tiered plans from free Personal to Enterprise for teams of all sizes. — ask endpoint: https://agentready.it.com/api/sites/7bfb2ddf-e0ce-4d53-94fd-2b7bc052d268/ask
- [ClickUp](https://clickup.com/pricing): ClickUp is an all-in-one productivity platform offering tasks, docs, goals, and AI-powered project management at competitive prices. — ask endpoint: https://agentready.it.com/api/sites/63feed45-6682-4ba2-876d-7fb720c8a2d3/ask
- [Coda](https://coda.io/pricing): Coda is an all-in-one doc platform offering flexible pricing plans for individuals, teams, and enterprises. — ask endpoint: https://agentready.it.com/api/sites/cbdf3ff6-4e09-4352-9e0e-1867285ffe4e/ask
- [Webflow](https://webflow.com/pricing): Webflow is an AI-native visual web development platform for building, launching, and managing websites. — ask endpoint: https://agentready.it.com/api/sites/f0bac899-ec82-4a1d-9c42-8ffc786c7e85/ask
- [OpenAI](https://openai.com): OpenAI is an AI research and deployment company building safe AI systems including ChatGPT, GPT models, and the OpenAI API. — ask endpoint: https://agentready.it.com/api/sites/4180010b-d5a4-4d67-9c22-c9a78b810ea4/ask
- [Storybook](https://storybook.js.org): Frontend workshop for building, testing, and documenting UI components in isolation. — ask endpoint: https://agentready.it.com/api/sites/9e16fb1e-b5f2-4cb2-8942-44da57d68fd2/ask
- [Vitest](https://vitest.dev): Vitest is a fast, Vite-native next-generation testing framework for JavaScript and TypeScript. — ask endpoint: https://agentready.it.com/api/sites/9e034ce7-65de-41cb-b53c-6689522ba6ae/ask
- [Flagsmith](https://flagsmith.com): Flagsmith is an open source feature flag and remote config service for managing feature rollouts, A/B tests, and experimentation. — ask endpoint: https://agentready.it.com/api/sites/4727fea4-7e84-45de-93fc-47cd91b9d293/ask
- [Twilio Segment Customer Data Platform](https://segment.com): Segment is a customer data platform (CDP) by Twilio that helps businesses collect, unify, and activate customer data. — ask endpoint: https://agentready.it.com/api/sites/05ddbad0-1873-4398-becc-ce0c3d666433/ask
- [Turso](https://turso.tech): Turso is a SQLite-based distributed database platform built for the age of AI agents, enabling millions of databases across any environment. — ask endpoint: https://agentready.it.com/api/sites/ea8260dd-f482-4b03-a787-8aa3dde4369f/ask
- [Upstash: Serverless Data Platform](https://upstash.com): Upstash is a serverless data platform offering Redis, Vector, QStash, Workflow, and Search products with pay-per-use pricing. — ask endpoint: https://agentready.it.com/api/sites/d6f3197e-26c6-4b6c-909f-714ae5e384af/ask
- [Algolia](https://algolia.com): Algolia is an AI-powered search and retrieval platform for building agentic, generative, and traditional search experiences. — ask endpoint: https://agentready.it.com/api/sites/bd6de368-4e0f-4b30-8955-9a03343439e1/ask
- [Hono](https://hono.dev): Ultrafast, lightweight web framework built on Web Standards, running on Cloudflare Workers, Deno, Bun, Node.js, and more. — ask endpoint: https://agentready.it.com/api/sites/a742809c-3d6f-4139-bffd-021ff391c3f6/ask
- [Astro](https://astro.build): The web framework for building fast, content-driven websites with modern tooling and an islands architecture. — ask endpoint: https://agentready.it.com/api/sites/103bc343-5f9a-4b63-872b-55ee200d91bc/ask
- [NestJS - A progressive Node.js framework](https://nestjs.com): NestJS is a progressive Node.js framework for building efficient, scalable, and maintainable server-side applications with TypeScript. — ask endpoint: https://agentready.it.com/api/sites/57460a48-58eb-41cc-9c52-6d73519ba2cb/ask
- [PostHog](https://posthog.com): PostHog is an all-in-one product OS offering analytics, feature flags, experiments, and more for product engineers. — ask endpoint: https://agentready.it.com/api/sites/87a4af5b-04d9-46ce-a9a7-fd22a142ba51/ask
- [Sentry](https://sentry.io): Application monitoring platform helping developers track, debug, and resolve errors, performance issues, and more. — ask endpoint: https://agentready.it.com/api/sites/e6df344d-a7e4-41ba-a513-77247c91e2c8/ask
- [Datadog Product](https://www.datadoghq.com/product/): Datadog is a cloud-based monitoring and analytics platform for infrastructure, applications, and services across the full DevOps stack. — ask endpoint: https://agentready.it.com/api/sites/6542e882-2666-4426-ae8b-1cd62a4a4060/ask
- [Twilio SMS Pricing](https://www.twilio.com/en-us/sms/pricing/us): Twilio offers transparent, usage-based SMS and RCS messaging pricing for the United States with no contracts required. — ask endpoint: https://agentready.it.com/api/sites/49735467-57b7-42ca-8a41-1e3845d5eced/ask
- [Redis Data Types | Docs](https://redis.io/docs/latest/develop/data-types/): Comprehensive reference documentation for all native data types supported by Redis, from strings to streams. — ask endpoint: https://agentready.it.com/api/sites/a5737e80-f9f7-4d8a-bb94-b772b88b5c61/ask
- [Git - Pro Git Book](https://git-scm.com/book/en/v2/Git-Branching-Branches-in-a-Nutshell): The official online Pro Git book, covering Git concepts, commands, and workflows from beginner to advanced. — ask endpoint: https://agentready.it.com/api/sites/e8c60291-e226-49e9-89ea-f9e63702cb2a/ask
- [Vue.js](https://vuejs.org/guide/essentials/reactivity-fundamentals): The progressive JavaScript framework for building user interfaces, with comprehensive guides and API references. — ask endpoint: https://agentready.it.com/api/sites/cf07f3ee-4e32-4ae0-9721-ff60045fa9eb/ask
- [SendGrid | Twilio Email API and Marketing Platform](https://sendgrid.com/en-us/pricing): SendGrid by Twilio provides email API and marketing campaign tools for transactional and bulk email delivery. — ask endpoint: https://agentready.it.com/api/sites/c0cdec5b-dc3c-41bf-a3d1-f5e4d227ef10/ask
- [Cloudflare Plans & Pricing](https://www.cloudflare.com/plans/): Cloudflare offers free, pro, business, and enterprise plans for securing and accelerating websites, apps, and networks. — ask endpoint: https://agentready.it.com/api/sites/dc49a87c-ea49-4b88-8d72-24e073493ce5/ask
- [PostgreSQL Documentation](https://www.postgresql.org/docs/current/tutorial-select.html): The world's most advanced open source relational database system, with tutorials, downloads, and community resources. — ask endpoint: https://agentready.it.com/api/sites/46375e87-d712-4bdd-9d66-c0ec9be0467a/ask
- [Kubernetes Pods Documentation](https://kubernetes.io/docs/concepts/workloads/pods/): Official Kubernetes documentation covering Pods, the smallest deployable computing units in Kubernetes. — ask endpoint: https://agentready.it.com/api/sites/fb025160-7d37-4dec-a5e5-883bf0f6d6a5/ask
- [GraphQL](https://graphql.org/learn/): Official GraphQL learning hub covering the query language, type system, APIs, and ecosystem tools. — ask endpoint: https://agentready.it.com/api/sites/6b9c080f-77e6-4cf9-bd27-e043ff01a18a/ask
- [Express.js](https://expressjs.com/en/starter/hello-world.html): Fast, unopinionated, minimalist Node.js web application framework documentation and resources. — ask endpoint: https://agentready.it.com/api/sites/db2c5358-dc61-4f7a-a1a6-9eec2b4570c2/ask
- [Miro](https://miro.com/pricing/): Miro is a collaborative AI workspace platform offering visual tools for teams to plan, prototype, and deliver work together. — ask endpoint: https://agentready.it.com/api/sites/ab2bdaf3-7a85-406b-9e32-8341acf8ba81/ask
- [monday.com Pricing and Plans](https://monday.com/pricing/): monday.com offers flexible pricing plans for teams of all sizes, including AI-powered work management tools. — ask endpoint: https://agentready.it.com/api/sites/275ba681-df96-4381-a8fd-2e6e9e520997/ask
- [Zoom](https://zoom.us/pricing): Zoom is an AI-first video communications and collaboration platform offering meetings, phone, webinars, and more. — ask endpoint: https://agentready.it.com/api/sites/bc17f8d2-ad73-4be6-9db2-689abd034dd2/ask
- [GitHub Docs](https://docs.github.com): Comprehensive documentation for GitHub's full platform—covering code hosting, collaboration, security, automation, and developer tools. — ask endpoint: https://agentready.it.com/api/sites/28493e38-4cb1-42f2-87dc-ffab364e8a99/ask
- [MDN Web Docs](https://developer.mozilla.org): The authoritative reference for web developers covering HTML, CSS, JavaScript, and web APIs since 2005. — ask endpoint: https://agentready.it.com/api/sites/ad5ef3f4-85c8-4781-b1c5-3a477e6d0d0b/ask
- [Microsoft Learn Technical Documentation](https://learn.microsoft.com/en-us/docs): Comprehensive technical documentation hub for Microsoft developer tools, cloud services, languages, and platforms. — ask endpoint: https://agentready.it.com/api/sites/a791c3b2-27e8-4351-b22a-3e71820e75e6/ask
- [Perplexity](https://perplexity.ai): Perplexity is an AI-powered answer engine that provides accurate, real-time answers with cited sources. — ask endpoint: https://agentready.it.com/api/sites/6ae0dbc5-e252-4875-91cc-56061803faa4/ask
- [Auth0 Documentation](https://auth0.com/docs): Auth0 is an identity platform for securing AI agents, humans, and applications with authentication and authorization. — ask endpoint: https://agentready.it.com/api/sites/15563af3-2d6a-4ce4-a5a2-db89487d3232/ask
- [MongoDB](https://www.mongodb.com/docs): MongoDB is the world's leading modern data platform, offering a flexible document database and cloud services for AI-powered applications. — ask endpoint: https://agentready.it.com/api/sites/e91967bb-1d88-4dcc-a151-6eb152da839d/ask
- [OpenAI API Platform Documentation](https://platform.openai.com/docs): Official developer documentation for the OpenAI API platform, covering models, endpoints, and integration guides. — ask endpoint: https://agentready.it.com/api/sites/f197d224-48f4-4a9c-bde1-b0ef490f6769/ask
- [FastAPI](https://fastapi.tiangolo.com): FastAPI is a modern, high-performance Python web framework for building APIs with automatic docs and type-based validation. — ask endpoint: https://agentready.it.com/api/sites/d32ce0fe-bf73-45b9-9b79-573a5895f04d/ask
- [Python Documentation](https://docs.python.org/3/): Official Python programming language documentation covering all active and development releases. — ask endpoint: https://agentready.it.com/api/sites/85e00507-85b4-4839-9a6e-9d45768684bb/ask
- [Anthropic Claude Platform Docs](https://docs.anthropic.com): Official documentation for building with Claude via the Anthropic API, covering setup, features, and API usage. — ask endpoint: https://agentready.it.com/api/sites/9e510f9a-a4d2-4e15-9e22-36e1152c1db2/ask
- [Radix UI](https://radix-ui.com): Open source component library ecosystem including Themes, Primitives, Icons, and Colors for building accessible React apps. — ask endpoint: https://agentready.it.com/api/sites/b1fdbe95-5203-4e84-b0f8-9ac69392b5ea/ask
- [shadcn/ui](https://ui.shadcn.com): Beautifully designed, customizable React component library you copy-paste into your apps — open source and free forever. — ask endpoint: https://agentready.it.com/api/sites/accb9fd2-80b1-4cc7-b6ce-d4eab4a11225/ask
- [Expo](https://expo.dev): Expo is a full-stack React Native framework and cloud platform for building, deploying, and scaling native iOS and Android apps. — ask endpoint: https://agentready.it.com/api/sites/2df605c3-7e8c-463a-929a-14c1fe3deffd/ask
- [pnpm](https://pnpm.io): Fast, disk space efficient package manager that saves disk space and boosts monorepo performance using a content-addressable store. — ask endpoint: https://agentready.it.com/api/sites/6d8c4e2c-34af-4680-a790-e04ce1444890/ask
- [Drizzle Team](https://drizzle.team): Open-source TypeScript tooling organization building Drizzle ORM, Drizzle Kit, and related database and CLI libraries. — ask endpoint: https://agentready.it.com/api/sites/fd1125b1-bd38-4555-8490-79eb41dc50ec/ask
- [PlanetScale](https://planetscale.com): The world's fastest and most scalable cloud database platform, offering Vitess and Postgres hosting. — ask endpoint: https://agentready.it.com/api/sites/e2a778be-25b5-45f1-b6a6-81e83f71421c/ask
- [Fly.io](https://fly.io): Fly.io is a cloud platform for deploying apps and running isolated microVM sandboxes close to users worldwide. — ask endpoint: https://agentready.it.com/api/sites/b983ab4b-d819-4522-bc49-8d4b9d05239c/ask
- [Loom](https://loom.com): Loom is a free screen recording tool that lets you record, share, and collaborate on video messages with AI-powered features. — ask endpoint: https://agentready.it.com/api/sites/51bd871f-ad1c-474f-adbb-64b5866f1ded/ask
- [Intercom](https://intercom.com): Intercom is an AI-first helpdesk platform featuring Fin, a natively integrated AI Agent that enables automated and human-assisted customer service. — ask endpoint: https://agentready.it.com/api/sites/b9129682-002a-4275-8046-fa982c3aa0e7/ask
- [Zapier](https://zapier.com): Zapier is an AI-powered automation platform connecting 9,000+ apps to help teams build workflows, agents, and integrations without code. — ask endpoint: https://agentready.it.com/api/sites/48ffe21e-9c39-4330-9494-90b2f96c8a7f/ask
- [Airtable](https://airtable.com): Airtable is a no-code platform for building AI-powered workflows, apps, and agents on top of connected, unified data. — ask endpoint: https://agentready.it.com/api/sites/2d7e359c-ca84-44e6-8590-ea61a18c698b/ask
- [Figma](https://figma.com): Figma is a collaborative interface design platform for teams to design, prototype, and build products together. — ask endpoint: https://agentready.it.com/api/sites/68563c23-ae3f-4865-ac58-05eae9d242e2/ask
- [Notion](https://notion.so): Notion is an AI-powered workspace combining docs, databases, and AI agents to help teams manage knowledge and automate work. — ask endpoint: https://agentready.it.com/api/sites/dc706392-404b-462a-975f-d0fa4cf9c238/ask
- [Retool](https://retool.com): Retool is an AI-powered platform for building internal tools, apps, and workflows faster. — ask endpoint: https://agentready.it.com/api/sites/1ed8a98f-f23e-43b0-9adb-48acf72381ac/ask
- [TanStack](https://tanstack.com): Open-source, type-safe, headless tools for building modern web applications including routing, state, tables, forms, and more. — ask endpoint: https://agentready.it.com/api/sites/6293d7a9-ecc0-4246-baed-60f6b69a0e7b/ask
- [Zod](https://zod.dev): TypeScript-first schema validation library with static type inference. — ask endpoint: https://agentready.it.com/api/sites/7e17f911-003d-449e-a165-a1d22d574f75/ask
- [tRPC](https://trpc.io): End-to-end typesafe APIs made easy — no code generation, no runtime bloat, just full-stack TypeScript safety. — ask endpoint: https://agentready.it.com/api/sites/369f5551-6986-41a7-850a-f79525d13cc7/ask
- [Turborepo](https://turbo.build): Turborepo is the fast, intelligent build system for JavaScript and TypeScript monorepos. — ask endpoint: https://agentready.it.com/api/sites/6bb022c0-0cd0-43c7-bf84-7f333100285c/ask
- [Deno](https://deno.com): Deno is the open-source, secure JavaScript and TypeScript runtime for the modern web, with built-in deploy and sandbox capabilities. — ask endpoint: https://agentready.it.com/api/sites/2e88ec82-fc13-4220-8254-24f0a0838307/ask
- [Bun](https://bun.sh): Bun is a fast, all-in-one JavaScript runtime, bundler, test runner, and package manager. — ask endpoint: https://agentready.it.com/api/sites/3f0f7072-44aa-456c-ba36-683d55bdc57b/ask
- [Prisma](https://prisma.io): Agent infrastructure for TypeScript: ORM, managed Postgres, and Compute designed to work together natively. — ask endpoint: https://agentready.it.com/api/sites/0caacf33-386c-4911-b13b-3c2c7364a9a4/ask
- [TypeScript](https://typescriptlang.org): TypeScript is a strongly typed programming language that builds on JavaScript, giving you better tooling at any scale. — ask endpoint: https://agentready.it.com/api/sites/37a4a04d-1aa8-4fc4-86af-30303f92705f/ask
- [Tailwind CSS](https://tailwindcss.com): A utility-first CSS framework for rapidly building modern websites directly in your HTML. — ask endpoint: https://agentready.it.com/api/sites/3451933a-374c-4066-97f6-1c17d3515dfa/ask
- [React](https://react.dev): Official documentation and API reference for React, the library for building web and native user interfaces. — ask endpoint: https://agentready.it.com/api/sites/7b94079b-fb3c-4391-8baf-0a0c952a5061/ask
- [Next.js by Vercel - The React Framework](https://nextjs.org): Next.js is the React framework for the web, enabling high-quality applications with file-based routing, server components, and full-stack capabilities. — ask endpoint: https://agentready.it.com/api/sites/b6e6f8a4-71e3-4582-86a5-fc1e4b9f6c1c/ask
- [Smithery](https://smithery.ai): Connect AI agents to thousands of tools and services with auth, credentials, and sessions handled automatically. — ask endpoint: https://agentready.it.com/api/sites/e5a3bdfc-7827-470a-9a9c-a3f66ea8439a/ask
- [Ollama](https://ollama.com): Run and build with open-source large language models locally and in the cloud. — ask endpoint: https://agentready.it.com/api/sites/dbcd64ec-3057-40c3-bf6e-164669b5e2fc/ask
- [Pinecone](https://pinecone.io): Pinecone is a vector database and knowledge infrastructure platform for building accurate, performant AI applications. — ask endpoint: https://agentready.it.com/api/sites/8bf54c3f-ca8b-4c02-8fd3-d0157a1cd1a7/ask
- [Weaviate](https://weaviate.io): Weaviate is an open-source AI-native vector database for building scalable semantic search, RAG, and agentic AI applications. — ask endpoint: https://agentready.it.com/api/sites/9101533c-b3e8-443e-870f-79c6e146ea32/ask
- [LlamaIndex](https://llamaindex.ai): LlamaIndex provides AI-powered document parsing, extraction, and agent workflow tools for automating unstructured data processing. — ask endpoint: https://agentready.it.com/api/sites/13929a6f-08d9-4209-8e51-2003545accfa/ask
- [LangChain](https://langchain.com): LangChain provides the agent engineering platform and open source frameworks developers need to observe, evaluate, and deploy reliable AI agents. — ask endpoint: https://agentready.it.com/api/sites/627664ba-8a21-432d-89e5-b8def9441439/ask
- [Clerk](https://clerk.com): Clerk provides complete authentication and user management infrastructure for modern web applications. — ask endpoint: https://agentready.it.com/api/sites/ef2f3157-732e-461b-b8dd-10fde77a0f05/ask
- [Resend](https://resend.com): Resend is a developer-first email platform for sending transactional and marketing emails at scale via API. — ask endpoint: https://agentready.it.com/api/sites/fa27b90e-f41d-48c7-a790-83e06c759e16/ask
- [Stripe](https://stripe.com): Stripe is a financial infrastructure platform that helps businesses of all sizes accept payments, manage revenue, and access financial services. — ask endpoint: https://agentready.it.com/api/sites/e6a9139c-eeee-4a11-80b0-6a975618120e/ask
- [Railway](https://railway.app): Railway is an all-in-one intelligent cloud platform for deploying, scaling, and managing apps and databases peacefully. — ask endpoint: https://agentready.it.com/api/sites/8f46697a-b807-439b-b419-40091a4ae4ae/ask
- [Neon](https://neon.tech): Neon is a serverless Postgres backend platform for apps and agents, offering database, auth, compute, and branching. — ask endpoint: https://agentready.it.com/api/sites/8f6e3655-fb8a-44d8-8788-0d8ac73221f5/ask
- [Netlify](https://netlify.com): Netlify is a web development platform for building, deploying, and scaling sites and apps with AI agents, serverless functions, and global edge delivery. — ask endpoint: https://agentready.it.com/api/sites/ddd8c014-e0bc-4e19-8338-c306b79942a9/ask
- [Together AI | The AI Native Cloud](https://together.ai): Together AI is a full-stack AI native cloud platform for inference, model training, fine-tuning, and research-optimized GPU compute. — ask endpoint: https://agentready.it.com/api/sites/d8a7aa43-beb9-4d47-9f28-f9b657ac20da/ask
- [Groq](https://groq.com): Groq delivers fast, low-cost AI inference powered by its custom LPU hardware for developers and enterprises at scale. — ask endpoint: https://agentready.it.com/api/sites/937bdb87-7568-427c-9eb9-7c735a252cd6/ask
- [Replicate](https://replicate.com): Replicate lets you run, fine-tune, and deploy AI models via a simple API with one line of code. — ask endpoint: https://agentready.it.com/api/sites/4d5c7575-7479-47a1-985e-85104f902b59/ask
- [Hugging Face](https://huggingface.co): The AI community platform for collaborating on models, datasets, and applications. — ask endpoint: https://agentready.it.com/api/sites/537b181a-9582-47af-8e7c-c020f030fb9d/ask
- [Cohere](https://cohere.com): Cohere provides secure, private, and customizable enterprise AI models including Command, Embed, and Rerank deployable on any infrastructure. — ask endpoint: https://agentready.it.com/api/sites/35639e15-2999-4390-8e05-030de1f3a12f/ask
- [Mistral AI](https://mistral.ai): Mistral AI provides frontier large language models, AI assistants, agents, and enterprise services for building tailored AI systems. — ask endpoint: https://agentready.it.com/api/sites/e5c7643f-1739-40d4-a757-b11a32df8ca0/ask
- [Vercel](https://vercel.com): Vercel is a cloud platform for deploying, scaling, and managing frontend and agentic web applications. — ask endpoint: https://agentready.it.com/api/sites/2b2f06e4-01a1-4f75-8929-4c4202c6804b/ask
- [Linear](https://linear.app): Linear is a purpose-built product development system for teams and AI agents to plan, build, and ship software. — ask endpoint: https://agentready.it.com/api/sites/5a21eb3d-001a-42b8-bf33-78d26c93639d/ask
- [Mintlify](https://mintlify.com): Mintlify is the AI-powered knowledge platform that provides self-updating documentation infrastructure for startups, enterprises, and agents. — ask endpoint: https://agentready.it.com/api/sites/d0216799-1577-4d68-86d1-cba277710667/ask
- [Amazon Web Services (AWS)](https://amazonaws.com): AWS is the world's most comprehensive and broadly adopted cloud platform, offering 240+ services for compute, storage, AI, and more. — ask endpoint: https://agentready.it.com/api/sites/2fa95190-8e59-467a-ad5d-d90549c87c05/ask
- [Firebase](https://firebase.google.com): Google's app development platform offering backend services, SDKs, and tools to build, improve, and grow web and mobile apps. — ask endpoint: https://agentready.it.com/api/sites/f19211f2-da12-4199-bb2c-c374443e31d4/ask
- [Google Translate](https://translate.google.com): Google's free online language translation service supporting text, documents, and websites across 100+ languages. — ask endpoint: https://agentready.it.com/api/sites/6b94bffb-9002-4489-9fc1-012e0d23ca7a/ask
- [GitHub](https://github.com): The AI-powered developer platform where developers, agents, and code collaborate to build and ship software. — ask endpoint: https://agentready.it.com/api/sites/7056b964-cff1-447a-a0cb-13d3997fa4ac/ask
- [Shopify](https://shopify.com): Shopify is an all-in-one commerce platform that lets businesses sell online and in person at any scale. — ask endpoint: https://agentready.it.com/api/sites/125ace8a-a601-4f7f-a604-530a4c65b05c/ask
- [WordPress Files](https://files.wordpress.org): Official file distribution hub for WordPress.org, providing downloads and resources for the WordPress open source CMS. — ask endpoint: https://agentready.it.com/api/sites/c872d94d-d43d-462c-893e-dd2eaebb07ca/ask
- [Google for Developers](https://developers.google.com): Google's official developer platform offering tools, APIs, and resources across AI, cloud, mobile, web, and advertising. — ask endpoint: https://agentready.it.com/api/sites/80ec0ac4-a903-4e03-9d4d-437c4e7d98ab/ask
- [WordPress.org](https://wordpress.org): The open-source blogging tool, publishing platform, and CMS powering millions of websites worldwide. — ask endpoint: https://agentready.it.com/api/sites/c6166dbd-5063-43c5-87f5-a06e8d035411/ask
- [Coincall API Documentation](https://docs.coincall.com): Official API reference for Coincall's REST and WebSocket endpoints, covering authentication, trading, and account management. — ask endpoint: https://agentready.it.com/api/sites/bd561d68-5b52-4674-88d5-0325a6784c16/ask
- [AgentReady](https://www.agentready.it.com): AgentReady crawls any website and instantly generates a spec-compliant llms.txt, live /ask endpoint, and MCP server so AI agents can query it. — ask endpoint: https://agentready.it.com/api/sites/661542ec-5326-4d62-b1a9-db6cb6e4dc74/ask
- [Anthropic](https://www.anthropic.com): Anthropic is an AI safety company building reliable, interpretable, and steerable AI systems, including the Claude family of models. — ask endpoint: https://agentready.it.com/api/sites/5c3070cd-019b-41a0-9b65-b8ca86b751d6/ask
- [Cursor](https://cursor.com/): Cursor is an AI-powered coding agent and IDE for building ambitious software with frontier models. — ask endpoint: https://agentready.it.com/api/sites/85188527-ff1a-4199-b6f4-bf5304ec5c49/ask
- [HeyGen AI](https://heygen.ai): HeyGen is an AI video generation platform that turns scripts, images, and documents into professional videos with lifelike avatars. — ask endpoint: https://agentready.it.com/api/sites/ad28925a-13bb-4199-8f2c-0e91b25f7127/ask
- [AgentReady](https://agentready.org): The open standard defining and measuring agent readiness for websites and APIs. — ask endpoint: https://agentready.it.com/api/sites/9dcc7c0a-1cff-46aa-8926-e7a6ccd69156/ask
- [ora // Agent Readiness Ranking](https://ora.ai): ora scans websites and MCP servers to rank how ready businesses are for AI agents to find, understand, and use them. — ask endpoint: https://agentready.it.com/api/sites/cb599097-b819-4baf-b3cb-422700145bdf/ask
- [Apify: The largest marketplace of trusted tools for AI](https://apify.com): Apify is a platform and marketplace offering web scraping, data extraction, and automation tools (Actors) for AI agents and developers. — ask endpoint: https://agentready.it.com/api/sites/0b1dcafa-58e7-41c1-8b83-47c7c85a7b4e/ask
- [Floik](https://floik.com): AI-powered platform to create interactive demos, explainer videos, and step-by-step guides for user onboarding and product adoption. — ask endpoint: https://agentready.it.com/api/sites/7a04476a-ff96-41cf-8cd6-17817e4e863e/ask

## Standards

- [llms.txt Spec](https://llmstxt.org): The community standard this platform implements
- [NLWeb](https://github.com/nlweb-ai/NLWeb): The /ask and /mcp endpoint conventions we follow
- [MCP](https://modelcontextprotocol.io): Model Context Protocol standard for agent tool integration