Firecrawl Keyless: Free Web Search & Scraping for AI Agents, No API Key

Melvin Vivas · X video post · 2026-08-29 · 0:32 · 125 views · Open on X

Topics: AI Agents, Tool Use & MCP, AI Dev Tools & Productivity · Level: beginner

Summary

Melvin Vivas shares Firecrawl's new free "keyless" mode, which lets AI agents search and scrape the web without an API key or signup. He says he plans to integrate it with Coworker. The video is Firecrawl's own promo and covers its three main features: Search (returns full pages, not just links), Scrape (turns any page into clean markdown or structured data) and Interact (works with pages to reach hard-to-get data).

Key points

• Firecrawl free keyless lets AI agents search and scrape the web for free, with no API key and no signup.
• Setup is one command: npx -y firecrawl-cli@latest init --all --browser
• Firecrawl claims state-of-the-art search accuracy: 94.7% on the SimpleQA benchmark.
• Firecrawl says scrapes take under 3 seconds and turn any page into clean markdown your LLM can use.
• Search returns full page content, not just links, so the agent gets usable context in one step.
• Interact goes further by interacting with web pages to get data that is hard to reach.
• Use case: give an agent a web search/scrape tool. The creator plans to wire it into Coworker.

Resources mentioned

• Firecrawl · tool · x.com · free
  An open-source web data API with Search, Scrape and Interact features that turn web pages into LLM-ready markdown or structured data for AI agents.
  Also in: Coworker: Open-Source Work Agent That Runs on Small Local Models (Melvin Vivas on X · notes), Running Coworker on Free OpenRouter Models and Its Agent Stack (Melvin Vivas on X · notes), Coworker: Open-Source Grok Bot Clone Built on Pi and CopilotKit (Melvin Vivas on X · notes), Serve LFM2.5-2.6B with vLLM and connect it to Hermes (Melvin Vivas on X · notes)
• firecrawl-cli · tool · github.com · free
  Firecrawl's command-line tool. Run it with npx to set up keyless search and scraping for your agents.
• SimpleQA · dataset · openai.com · free
  A short-form factual question-answering benchmark that measures factual accuracy; Firecrawl uses it to score its search.
• Coworker (donvito/coworker) · repo · github.com · free
  The creator's local-first desktop app where you pick an AI coworker and have it produce work such as invoices as finished PDFs.
  Also in: Claude Opus 5.5 for Video Making: Creator's Showcase Thread (Coworker) (Melvin Vivas on X · notes), Coworker: free open-source desktop AI coworker app (Melvin Vivas on X · notes), Coworker: Open-Source Desktop App for AI Agents (Melvin Vivas on X · notes), Using Devin AI to Test the Coworker Desktop App on Windows (Melvin Vivas on X · notes) and 38 more

Try this

• Run: npx -y firecrawl-cli@latest init --all --browser to set up Firecrawl keyless (no API key, no signup).
• Try connecting Firecrawl search and scrape to your own AI agent.
• Connect Firecrawl keyless web search to an agent app (the creator plans this with Coworker) so the agent can search and read live web pages as markdown.