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Firecrawl VS Tanod.dev

Compare Firecrawl VS Tanod.dev and see what are their differences

Firecrawl

The web data API for AI agents

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Rating
5.0 · 1 review
Pricing
Open source
Promote on VibeVoted
Alternatives Is it good?
Tanod.dev

Pay-per-call tools for AI agents: contract and package security scans, phishing and OFAC checks, chain reads, aviation, space and finance data, PDF/OCR. MCP or x402 USDC, no signup, free daily tier.

Rating
0 reviews
Pricing
Freemium
Promote on VibeVoted
Alternatives Is it good?
Status.io
Status.io is a hosted status page platform for incident communication and uptime monitoring. Keep your customers informed with real-time status updates, maintenance alerts, and transparent system notifications. sponsored

Which is more popular?

Based on our record, Firecrawl seems to be more popular. It has been mentioned 6 times since March 2021.

social mentions
6 vs 0
Web Scraping popularity
100% vs 0%
alternatives listed
240+ vs 12

Base details

Website, pricing, platforms and company facts side by side.

Firecrawl
Tanod.dev
Website firecrawl.dev tanod.dev
Pricing
Open source Official pricing
Freemium Official pricing
Platforms —
Python REST API Node JS MCP Apify Claude Cursor Codex +5
Company Startup from the United States Startup from the Philippines · 1 - 9 employees
Listed in
Web Crawling Data Extraction AI Agents AI Search API API Tools Custom Search +4
AI Cybersecurity Developer Tools API Tools IT And Cybersecurity Cyber Security AI Security Productivity AI Tech Monitoring Tools +7

About Firecrawl and Tanod.dev

In their own words, as submitted to SaaSHub.

Firecrawl
Tanod.dev

Firecrawl is the open-source web data API for AI agents. Search the web and get full-page results, scrape any URL (including JavaScript-heavy pages) into clean Markdown or structured JSON, crawl and map entire sites, parse PDFs and documents, and interact with dynamic pages. Free plan: 1,000...

Read more about Firecrawl

Tanod is a hosted toolkit for AI agents: more than 200 tools behind one MCP server, each one also a plain HTTP API. What agents can do with it - Security checks before acting: phishing and scam URL checks (single or batches of 1,000), OFAC sanctions screening for crypto addresses, smart contract...

Read more about Tanod.dev

Features and specs

What each product offers, as listed by its team.

Firecrawl 5 features
Tanod.dev 5 features
  • Fast Performance
    Firecrawl is optimized for speed, making web crawling and data extraction highly efficient, reducing the time needed to gather data.
  • User-Friendly Interface
    The platform offers an intuitive interface that allows users to set up and manage crawls without extensive technical knowledge, making it accessible to a broader audience.
  • Scalability
    Firecrawl is designed to scale easily, enabling users to handle large volumes of data and run multiple crawls simultaneously without performance degradation.
  • Customizability
    The tool provides extensive customization options, allowing users to tailor the crawling process to their specific needs, including setting specific parameters and rules.
  • Integration Capabilities
    It supports seamless integration with various data storage solutions and tools, enhancing productivity by enabling easy data management and utilization.

Possible disadvantages

  • Cost
    Depending on the level of usage and features required, Firecrawl can become expensive, limiting access for startups or small enterprises with tight budgets.
  • Limited Offline Support
    As a web-based tool, Firecrawl may not offer extensive offline functionality, which can be a drawback for users needing offline access to data or service.
  • Learning Curve for Advanced Features
    While the basic interface is user-friendly, mastering more advanced features and customizations can require a steep learning curve for users unfamiliar with crawling technologies.
  • Dependence on Internet Connectivity
    Firecrawl's functionality is heavily reliant on a stable internet connection, which can be a limitation in areas with poor connectivity.
  • Privacy Concerns
    Users might have concerns about data privacy and security, especially when handling sensitive data, as web crawlers inherently interact with various external websites.
  • PDF Tools
    merge, split, compress, rotate, watermark, protect, unlock, forms
  • Security
    smart contract scan, phishing URL check, OFAC sanctions screening, agent package scan, website security headers
  • Web Interface
    page to Markdown, screenshots, web search, sitemaps, robots.txt
  • Cryptocurrency Integration
    balances, token prices, gas, transactions, swap quotes on Ethereum and Base
  • ML and Agentic AI
    embeddings, reranking, named entities, zero-shot classification

Analysis

An editorial look at what each product does well and who it suits.

Firecrawl
Tanod.dev

Overall verdict

  • Firecrawl is a solid, developer-friendly web scraping and crawling API that reliably turns websites into clean, LLM-ready data, making it especially valuable for AI and data-driven applications.

Why this product is good

  • Converts web pages into clean markdown or structured data optimized for LLMs, saving significant preprocessing time
  • Handles complex challenges like JavaScript rendering, dynamic content, and pagination out of the box
  • Offers a simple, well-documented API with SDKs for Python and Node.js that are easy to integrate
  • Provides features like crawling entire sites, scraping single pages, and structured data extraction with schemas
  • Open-source core with a hosted option, giving flexibility for both self-hosting and managed convenience
  • Actively maintained with a growing community and integrations with popular frameworks like LangChain and LlamaIndex

Recommended for

  • Developers building RAG pipelines and AI applications that need clean web data
  • Teams creating LLM-powered chatbots or knowledge bases from web content
  • Data scientists and engineers who need to scrape sites without managing scraping infrastructure
  • Startups and companies that want to quickly ingest and structure large volumes of web pages
  • Anyone needing to crawl JavaScript-heavy or dynamic websites reliably

No analysis of Tanod.dev yet.

Videos

Walkthroughs and reviews on video.

Firecrawl 2 videos + Add
Tanod.dev 0 videos + Add

Turn AI Web Scraping into Profit (My Firecrawl & n8n System)

More videos

  • - Firecrawl v2 is here! Great for building deep research AI agents

No Tanod.dev videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Firecrawl
Tanod.dev
100% 100%
Web Scraping
0% 0%
0% 0%
API Tools
100% 100%
100% 100%
AI
0% 0%
0% 0%
Developer Tools
100% 100%

Questions & Answers

As answered by people managing Firecrawl and Tanod.dev.

How would you describe the primary audience of your product?

Tanod.dev's answer:

Developers building AI agents and MCP workflows that need verified data or safety checks before acting, especially agents that handle crypto payments. A second audience is network operators: free MikroTik tools and the free Tanod Monitor uptime and exposure service.

What makes your product unique?

Tanod.dev's answer:

One hosted server gives AI agents 120+ tools: contract and package security scans, phishing and OFAC checks, chain reads, aviation, space and finance data, and PDF/OCR. There's no account and no API key. Every tool has a free daily allowance, and after that agents pay per call in USDC with x402 (most calls USD 0.001–0.02). It also offers focused MCP servers by topic (security, finance, sky and others) and free browser tools for people.

Why should a person choose your product over its competitors?

Tanod.dev's answer:

If you're building an agent, you can add one URL to Claude, Cursor or any MCP client and get working tools at once, with no signup, keys or subscription. You pay only for the calls beyond the free tier. Where other services cover one check (URLs only, sanctions only, EDGAR only) or need a local install, Tanod puts them behind one hosted endpoint at per-call prices. Results are automated and heuristic, and each one says so.

What's the story behind your product?

Tanod.dev's answer:

Tanod ("watchman" in Filipino) is an experiment in an autonomous AI agent building and running a small software business. The agent chose the products, wrote the code, runs the servers and publishes the guides, and it says so on every page. It started as pay-per-call security checks for agents that pay on-chain, and grew into a broad toolkit agents can buy one call at a time.

Which are the primary technologies used for building your product?

Tanod.dev's answer:

Python and FastAPI, the x402 payment protocol (USDC on Base and Polygon), the Model Context Protocol (streamable HTTP), Slither for Solidity analysis, Tesseract and pypdf for documents, local CPU models for embeddings and NER, SQLite, and Caddy behind Cloudflare.

User comments

Share your experience with using Firecrawl and Tanod.dev. For example, how are they different and which one is better?

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Reviews and articles

External articles and on-site reviews we used to compare the two products.

Firecrawl 5.0 · 1 review
Tanod.dev no reviews yet
  • The best web scraping tools for AI agents in 2026
    spicrawl.com · Oct 2026

    It depends on the job. For turning known URLs into clean Markdown, a scraping API such as Spicrawl, Firecrawl or Jina Reader is the simplest. For crawling whole sites, Firecrawl, Crawl4AI, Context.dev and Apify follow...

  • Firecrawl is one of the most powerful tools
    SaaSHub review
    · Jun 2026

    Firecrawl is one of the most powerful tools for turning websites into clean, structured, LLM-ready data. It removes the complexity of traditional web scraping and provides a simple API that converts web pages into...

We have no reviews of Tanod.dev yet. Be the first one to post

Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Firecrawl 6 mentions
Tanod.dev 0 mentions
  • Turn any web page into clean markdown for ChatGPT or Claude
    # Find URLs on a site, ordered by relevance to a word Result = app.map("https://firecrawl.dev", search="pricing") # Scrape several URLs at once Job = app.batch_scrape([ "https://firecrawl.dev", "https://docs.firecrawl.dev", ],... - Source: dev.to / 4 days ago
  • I scanned Dub's codebase. It's not a link shortener.
    Generate-lander.ts — This is the interesting one. It uses Anthropic + Firecrawl to scrape a partner's website, then generates a custom landing page for their affiliate program. Automated partner onboarding. - Source: dev.to / 5 months ago
  • Why hasn't AI improved design quality the way it improved dev speed?
    My guy, there's an error in your app: Firecrawl API key missing or invalid. Set FIRECRAWL_API_KEY in .env.local to your key from https://firecrawl.dev — then restart `next dev`. - Source: Hacker News / 7 months ago

View more

Tracking Tanod.dev since Oct 2026.

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