Introducing our /parse endpoint 🔥 Convert any document into... clean data for AI agents via API. - Turn PDF, DOCX, and XLSX files into Markdown or JSON - Preserves reading order and tables - Zero Data Retention support All powered by our 5x faster Rust-based parser.show more

Watch our new Rust-based parser turn a 200+ page... PDF packed with text, charts, and graphs into clean Markdown in seconds. Earnings calls, whitepapers, market research - Firecrawl can handle them all, giving you structured data ready for your AI pipeline.show more

We're launching 5x faster document parsing in the Firecrawl... MCP. Use /parse to turn PDFs, spreadsheets, and docs into LLM-ready data for your agents. Supports running locally or with our hosted MCP server. Try it out today with no API key required on our free tier!show more

Introducing Batch URL Enrichment on our playground 🔥 Now... you can process multiple URLs at a time in our playground with batch scrape & JSON mode. Upload a CSV, paste in a list, or enter URLs one by one to turn any collection of sites into structured LLM ready data in seconds.show more

Turn any PDF, image, DOCX, or PPTX into clean... Markdown! Production workloads contain millions of pages, mixed formats, inconsistent layouts, low-quality scans, and documents written in dozens of languages. Datalab Marker v2 (open-source with 40k stars) handles that workload at scale through one open-source document parsing pipeline. It recovers: - Reading order - Complex equations - Images and captions - Tables and nested tables - Text from scanned pages - Headings and page structure It can return Markdown, JSON, or HTML for RAG pipelines, search indexes, data extraction systems, document agents, and archive migrations. Marker v2 runs at up to 23.7 pages per second on a single B200 GPU and supports more than 90 languages. GitHub repo: (don’t forget to star it ⭐) I recently used Datalab to build an agent that scans an identity document, extracts the required fields, and fills a tax form automatically. The article covers the full workflow, including document parsing, structured extraction, field mapping, and form completion. Read it below.show more

We just shipped the /agent node for n8n 🔥... Enriching data has never been this easy with our new endpoint. Just describe your goal and let /agent gather all of the data you need. See it in action 👇show more

🌟 OLAXBT unveils AIO NEXUS powered by BNB Chain!... Gasless data via x402 protocol & EIP-2612—AI agents sign once for instant access to on-chain metrics, verified data, insight, sentiment, & endless value cycles. 🔥 Check out for more the details and join our data flywheel revolution! #OLAXBT #NEXUS #AIO #AI #DataLayershow more

Introducing the People Enrichment Pack. Apollo, FullEnrich & Data... Legion are live in Alexandria, so your agents can: - Find buyers and their work emails - Find talent by skills and job history - Get company size and funding Try it in Claude, ChatGPT or the Firecrawl API today!show more

/agent can now run thousands of queries simultaneously 🔥... With Parallel Agents, powered by our newest model Spark-1 Fast, you can batch enrich massive datasets in minutes. Just write your prompt, hit run, and watch as data populates in real-time in our playground.show more

Firecrawl is now available in Grok Bot 🔥 Turn... the web into high-quality context for your Grok Bot, powered by industry-leading search and scraping designed for agents. Install the Firecrawl plugin to get started!show more

We're betting on the next 1B+ users being agents,... so we're launching agent signups. Ask your agent to add Firecrawl, instantly claim your API key, then pull web data in seconds. Works with Codex, Claude Code & Grok Build, all powered by auth.md from WorkOS🔥show more

Introducing Change Tracking 🔥 For Launch Week III Day... 1, we’re releasing a powerful new feature that automatically detects and compares changes across web pages. Diffs, JSON comparisons, and more built right into your scrape and crawl requests.show more

Introducing the Branding format 🎨 You can now extract... complete brand DNA from any website including color schemes, logos, frameworks and more in one API call Perfect for coding agents to clone or match existing site aesthetics. Try it out now on the playground or API today 👇show more

Introducing Extend UI — open-source components for document agents... - 14 components & examples for PDF, DOCX, and XLSX viewers, plus bounding box citations, file upload, e-signature, and more - fully customizable - MIT licensed when we started, we tried every file viewer and document component library we could find unfortunately, none of them had all the functionality (and polish) that we wanted, so we ended up building our own for Extend it was only ever meant to be internal, but enough customers kept asking for it that we decided to give it back to the community it's useful for building agents, user-facing document flows, or internal tools we use and maintain it for Extend ourselves, so it'll keep getting better over time (and it's battle tested on millions of pages running through our system every day) it also works with design system agents like Magic Patterns for faster exploration and prototyping available today on the shadcn component registry! some examples in 🧵show more

💡Data Scraping vs. Data Mining: Understanding the Difference Ever... wondered why OptimAI Network emphasizes Data Mining over simple web scraping? Here’s why: 🔹Web Scraping is surface-level, capturing raw data from websites without context, validation, or depth. 🔹Data Mining, however, is a deeper, intelligent process—extracting, analyzing, validating, and refining data into structured insights essential for advanced AI models. 💫 Why OptimAI Focuses on Data Mining? OptimAI's decentralized nodes don’t just collect data—they actively validate, annotate, and refine it. By leveraging collective human intelligence, edge computing, and autonomous AI agents, we deliver the high-quality, real-world data necessary for powering sophisticated AI. 💫 Why It Matters—and Why You Should Join Now Participate now via our OptimAI Lite Node, and become a foundational part of building the most comprehensive decentralized Reinforcement Data Network for Agentic AI. Mine data, fuel innovation, and earn OPI rewards. 👉 Chrome Extension Node: 👉 Telegram Node: Together, let's redefine data for #DePIN #AI.show more

You can summarize any webpage with Firecrawl 🔥 Perfect... for research, content curation, or building AI agents that need quick context! Try it out in our Playground, SDK, or your favorite no-code automation platform!show more

Introducing Monitoring Beta 🔥 Seamlessly detect changes and updates... to any website Compatible with both of our scrape and crawl endpoints Join the waitlist below 👇show more

Introducing /monitor for Slack - get pinged the moment... a page, site, or the web changes 📡 Our always-on AI agents scan the web around the clock and drop alerts right in your Slack channels. Just create a monitor on the dashboard, then click "Receive alerts in Slack."show more

GNON Labs EchoChambers now supports the DuckAI Framework! EchoChambers... supports both V1 and V2 of the OpenPond Network with future support for V2 planned as it continues to evolve. Users launching agents/swarms on OpenPond can now easily integrate their agents into EC to access our agent tooling and evals to improve the performance of their agents and see how their agents are measuring up! Additionally, OpenPond can pull data directly from EC to be integrated into various user experiences on thier platform. Powered by $GNON #Fuxwiththedux $DUCKAIshow more

Introducing the Firecrawl Connector for Lovable 🔥 Your Lovable... apps can now scrape, search, and crawl the web out of the box powered by Firecrawl. Free for all users for a limited time! Try it out today 👇show more