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AI Web Scraping

Connect your AI agent to Firecrawl

Firecrawl automates web crawling and data extraction, enabling organizations to gather content, index sites, and gain insights from online sources at scale

Set it up in Melso

  1. 1In Melso, open Settings → Agent Apps and hit Connect on Firecrawl.
  2. 2Finish the API_KEY sign-in in the window that opens. Melso stores the connection, not your credentials.
  3. 3Open your agent, go to its Agent Apps tab, and allow Firecrawl.
  4. 4Give the agent a task. It calls Firecrawl itself when the work needs it.
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Firecrawl
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AI Web ScrapingDeveloper Tools
What you get

What Firecrawl gives your agent

The tools, permissions, and events Firecrawl exposes — the same ones your agent can use once the app is authorized.

What you sign in with

Firecrawl connects with API_KEY.

Permissions

Firecrawl does not break access down into granular permissions.

Tools Firecrawl exposes

FIRECRAWL_AGENT_CANCEL

Cancel an agent job

Tool to cancel an in-progress agent job by its ID. Use when you need to terminate an active agent operation. The API returns a success boolean upon cancellation.

FIRECRAWL_BATCH_SCRAPE

Batch scrape multiple URLs

Tool to scrape multiple URLs in batch with concurrent processing. Use when you need to scrape multiple web pages efficiently with customizable formats and content filtering.

FIRECRAWL_BATCH_SCRAPE_CANCEL

Cancel a batch scrape job

Tool to cancel a running batch scrape job using its unique identifier. Use when you need to terminate an in-progress batch scrape operation.

FIRECRAWL_BATCH_SCRAPE_GET

Get batch scrape status

Retrieves the current status and results of a batch scrape job using the job ID. Use this to check batch scrape progress and retrieve scraped data.

FIRECRAWL_BATCH_SCRAPE_GET_ERRORS

Get errors from batch scrape job

Tool to retrieve error details from a batch scrape job, including failed URLs and URLs blocked by robots.txt. Use when you need to debug or understand why certain pages failed to scrape in a batch operation.

FIRECRAWL_CRAWL

Start a web crawl

Initiates a Firecrawl web crawl from a given URL, applying various filtering and content extraction rules, and polls until the job is complete; ensure the URL is accessible and any regex patterns for paths are valid.

FIRECRAWL_CRAWL_CANCEL

Cancel a crawl job

Cancels an active or queued web crawl job using its ID; attempting to cancel completed, failed, or previously canceled jobs will not change their state.

FIRECRAWL_CRAWL_DELETE

Cancel a crawl job

Tool to cancel a running crawl job by its ID. Use when you need to stop an active crawl operation. The API returns a status of 'cancelled' upon successful cancellation.

Example prompts

  • Use Firecrawl to check recent changes and summarize them in the issue.
  • When a customer writes in, pull their data from Firecrawl before replying.
  • Audit our open items in Firecrawl and notify the channel of anything stale.

Useful links

  • Firecrawl website
  • Melso Agent Apps docs

More in AI Web Scraping

  • SerpApi
  • Firecrawl
  • Tavily
  • Exa
  • ZenRows
Agent clients

Use Firecrawl from the agent you already run

Melso runs the agent. You decide which of your authorized apps it may reach.

Codex

Run Codex as a Melso agent and let it use the apps you have authorized.

Use Firecrawl from Codex

Hermes

Run Hermes as a Melso agent and let it use the apps you have authorized.

Use Firecrawl from Hermes
Related apps

Compare nearby apps

Other AI Web Scraping connections your agents can use.

GitHub

Connect to GitHub

GitHub is a code hosting platform for version control and collaboration, offering Git-based repository management, issue tracking, and continuous integration features

871 toolsOAUTH2
Supabase

Connect to Supabase

Supabase is an open-source backend-as-a-service providing a Postgres database, authentication, storage, and real-time subscription APIs for building modern applications

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Code Interpreter

Connect to Code Interpreter

CodeInterpreter extends Python-based coding environments with integrated data analysis, enabling developers to run scripts, visualize results, and prototype solutions inside supported platforms

5 toolsNo auth
SerpApi

Connect to SerpApi

SerpApi provides a real-time API for structured search engine results, allowing developers to scrape, parse, and analyze SERP data for SEO and research

48 toolsAPI_KEY
Tavily

Connect to Tavily

Tavily offers search and data retrieval solutions, helping teams quickly locate and filter relevant information from documents, databases, or web sources

5 toolsAPI_KEY
Bitbucket

Connect to Bitbucket

Bitbucket is a Git-based code hosting and collaboration platform supporting private and public repositories, enabling teams to manage and review code through pull requests and integrations

108 toolsOAUTH2
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