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With AI, Everyone is a Dev. EveryDev.ai © 2026
    1. Home
    2. Developers
    3. fastCRW

    fastCRW

    fastCRW provides a web-data API for AI agents to search, scrape, crawl, map, extract, monitor and parse web content. Its open-source Rust engine is designed to provide production-oriented, reliable live-web access through a managed cloud or self-hosted deployment.

    Visit Website

    At a Glance

    1Tool Listed
    4Products
    12Capabilities
    Discussions
    Harju maakond, EstoniaHeadquarters
    2025Est.
    Focus Areas
    Web Research
    MCP Servers
    Data Processing
    Connect
    Latest News
    We Rebuilt Artificial Analysis's Search Benchmark and Ran fastCRW Through It: 90% on AA-OmniscienceAug 27, 2026
    Parallel.ai vs fastCRW: search, extract, monitorAug 25, 2026
    Markets
    • AI-agent and LLM application developers
    • RAG and vector-search teams
    • Data and ETL engineers
    • ML teams curating training datasets
    • +3 more

    AI Tools by fastCRW

    (1)
    View fastCRW
    fastCRW tool icon

    fastCRW

    Web Scraping API for AI Agents

    Web ResearchMCP ServersData Processing

    Discussions

    No discussions yet

    Be the first to start a discussion about fastCRW

    Latest News

    08/27/2026

    We Rebuilt Artificial Analysis's Search Benchmark and Ran fastCRW Through It: 90% on AA-Omniscience

    fastcrw.com
    08/25/2026

    Parallel.ai vs fastCRW: search, extract, monitor

    fastcrw.com
    08/25/2026

    Parallel Extract API Alternative for LLM-Ready Markdown

    fastcrw.com
    08/25/2026

    Parallel Monitor API vs building your own monitor

    fastcrw.com

    Products & Services

    4
    CRW open-source engine
    2026

    AGPL-3.0 open-source web-scraping and crawling engine implemented as a single static Rust binary. It supports scrape, crawl, map, search, extract and PDF parsing workflows and can be self-hosted.

    fastCRW Cloud API
    2026

    Managed usage-based cloud API exposing Firecrawl-compatible REST endpoints for scrape, crawl, map, search and extract, with managed proxy/browser infrastructure and no infrastructure to operate.

    crw-mcp
    2026

    Official MCP server distributed through npm, exposing search, scrape, crawl, map and extract to MCP-compatible AI clients and agent environments.

    CRW SDKs and ecosystem packages
    2026

    Python and Node.js clients plus integrations and packages for CrewAI, LangChain, n8n, OpenClaw, Claude Code, Cursor, Dify and other agent and automation platforms.

    Market Position

    fastCRW positions itself as an open-core, self-hostable, Rust-native and Firecrawl-compatible alternative to hosted web-data APIs such as Firecrawl, Tavily and Exa, and to open-source crawlers such as Crawl4AI. Its differentiation is a small single-binary deployment, agent-native MCP support, usage-based managed cloud and published recall/latency benchmarks; its stated gaps include no persistent browser sessions and no screenshot output on the core scrape surface.

    Leadership

    Executive Team

    BÇ

    Behram Çelen

    Board member, Nanofy OÜ

    Listed by Nanofy OÜ as its board member; Nanofy is the legal operator of fastCRW.

    RA

    Recep Ahmet Sarıtekin

    Maintainer/developer associated with fastCRW

    The GitHub account that owns the core repository and is associated with the fastcrw organization identifies him as a Machine Learning Engineer/Musician and describes experience in LLMs, agent frameworks, generative AI, scalable AI systems and TensorFlow Google Summer of Code.

    Board of Directors

    BÇ
    Behram Çelen
    Board member of Nanofy OÜ, fastCRW's legal operator

    Founding Story

    Nanofy OÜ describes itself as an independent software company that designs, engineers and operates its own products without agency or outsourcing work. fastCRW was created as an open-source, agent-focused alternative to conventional scraping infrastructure: a Firecrawl-compatible API backed by a small Rust binary that can be self-hosted or used through managed cloud services.

    Business Model

    Revenue Model

    Usage-based managed-cloud subscriptions and credit top-ups. Scrape, crawl and map consume one credit per page; search consumes credits per search; structured extraction is metered by scrape credits plus managed-LLM token usage. The AGPL-3.0 engine is free to self-host, with a commercial license available for private deployments without copyleft concerns.

    Pricing Tiers

    Free
    $0

    500 credits to start, with up to 500 additional credits from onboarding tasks; no credit card.

    Hobby
    $11/month billed yearly

    5,000 credits/month, 10 concurrent requests; launch price shown on the official pricing page.

    Standard
    $59/month billed yearly

    100,000 credits/month, 50 concurrent requests; launch price shown on the official pricing page.

    Growth
    $237/month billed yearly

    500,000 credits/month, 100 concurrent requests.

    Scale
    $467/month billed yearly

    1,000,000 credits/month, 150 concurrent requests.

    Enterprise
    Custom

    For 1M+ credits/month, with custom concurrency, dedicated infrastructure and premier support with SLA.

    Target Markets

    Industries & Segments
    • AI-agent and LLM application developers
    • RAG and vector-search teams
    • Data and ETL engineers
    • ML teams curating training datasets
    • Market-intelligence, research and monitoring teams
    • Developers needing self-hosted or privacy-sensitive web data infrastructure
    Use Cases
    • RAG pipelines and AI chat knowledge ingestion
    • Deep-research and browsing agents
    • Structured extraction from websites
    • LLM and ML training-data and JSONL dataset curation
    • Competitor, price and brand monitoring
    • Market research and news aggregation

    Quick Facts

    Headquarters
    Sepapaja tn 6, 15551 Tallinn, Harju maakond, Estonia
    Founded
    2025
    Entity Type
    Private limited company
    Office Locations
    Tallinn

    History & Milestones

    2026-05-08

    fastCRW reported 63.74% truth-recall on Firecrawl's public 1,000-URL scrape-content dataset, ahead of Crawl4AI and Firecrawl in its disclosed three-way test.

    2026-05-17

    The pricing page documented the managed-cloud capacity rollout and the Free, Hobby, Standard, Growth, Scale and Enterprise plans.

    2026-08-27

    fastCRW published its AA-Omniscience benchmark, reporting 90.0% accuracy across 600 questions.

    2026-09-30

    CRW release v0.37.2 shipped with an MCP npm-launcher fallback to api.github.com and proxy support.

    2026-10-13

    The fastcrw GitHub organization listed 10 public repositories, including the core CRW engine and ecosystem integrations; the core repository had more than 1.1K stars.

    Key Capabilities

    12
    Web search with structured results and optional content retrieval
    URL scraping to clean LLM-ready Markdown, HTML or JSON
    Full-site crawling and domain URL mapping
    Schema- or prompt-driven structured extraction
    Page-change monitoring with AI verdicts and webhooks
    PDF parsing to Markdown

    Integrations & Partnerships

    Platform Integrations

    • REST API at api.fastcrw.com
    • MCP via npx crw-mcp
    • Python SDK on PyPI
    • Node.js SDK on npm
    • CLI via Homebrew, cargo and install script
    • Docker image and self-hosted deployment
    • Claude Code, Cursor, Codex, Windsurf, Cline, Gemini/Copilot-oriented agent workflows
    • LangChain, CrewAI, n8n, Make, Zapier, Dify, Flowise, Langflow, LlamaIndex and OpenClaw

    Key Partnerships

    Official integrations with LangChain, CrewAI, n8n, Dify, Make, Zapier, Flowise, Langflow, LlamaIndex, OpenAI Agents SDK, Google ADK, LangGraph, Vercel AI SDK and Pydantic AI
    MCP integrations for Claude Code, Cursor, Windsurf, Cline, Codex and other MCP-compatible clients
    Migration compatibility with Firecrawl SDKs and API patterns

    Connect

    Website
    fastcrw.com
    GitHub
    fastcrw
    X / Twitter
    fast_crw
    LinkedIn
    fastcrw
    Discord
    KNQBfFVc9J

    AI Topics

    3

    fastCRW focuses on these topics:

    Web Research(1)
    MCP Servers(1)
    Data Processing(1)
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