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2 changes: 1 addition & 1 deletion ai-onboarding.mdx
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Expand Up @@ -56,7 +56,7 @@ Once you have an API key, continue with [CLI and agent skills](#cli) below.

## CLI and agent skills

The [Firecrawl CLI](/sdks/cli) lets your agent search, scrape, interact, crawl, map, extract, and run agent jobs from the terminal. It's built for humans, AI agents, and CI/CD pipelines.
The [Firecrawl CLI](/sdks/cli) lets your agent search, scrape, interact, crawl, map, and run agent jobs from the terminal. It's built for humans, AI agents, and CI/CD pipelines.

The Firecrawl **skills** are self-contained knowledge packs that AI coding agents like Codex, Claude Code, Cursor, and OpenCode discover and use automatically. A single install command sets up the CLI tools for live web work and the workflow skills for producing repeatable deliverables. Build skills for integrating Firecrawl into application code are installed with `firecrawl setup build`:

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2 changes: 1 addition & 1 deletion integrations.mdx
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Expand Up @@ -71,7 +71,7 @@ Give your agent live web search, scraping, and browser interaction over MCP or t
}
href="/integrations/hermes"
>
The default web search and extract backend for Hermes Agent
The default web search and scrape backend for Hermes Agent
</Card>
<Card
title="OpenClaw"
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4 changes: 2 additions & 2 deletions integrations/composio.mdx
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Expand Up @@ -11,7 +11,7 @@ Connect Firecrawl to agents and apps through Composio toolkits

## Overview

Composio exposes Firecrawl as a toolkit so your agents can search, scrape, crawl, map, and extract without custom API wiring. The toolkit authenticates with a Firecrawl API key.
Composio exposes Firecrawl as a toolkit so your agents can search, scrape, crawl, map, and run Agent jobs without custom API wiring. The toolkit authenticates with a Firecrawl API key.

## Quick start

Expand All @@ -28,7 +28,7 @@ Composio exposes Firecrawl as a toolkit so your agents can search, scrape, crawl
| **Batch scrape** | Pull many URLs in one job |
| **Crawl** | Gather multi-page site data |
| **Map** | List a site's URLs before deciding what to pull |
| **Extract** | Return structured fields instead of raw text |
| **Agent** | Gather structured fields from a prompt instead of raw text |

## Resources

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2 changes: 1 addition & 1 deletion integrations/lovable.mdx
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Expand Up @@ -25,7 +25,7 @@ Lovable apps can use Firecrawl to scrape and crawl websites into clean, structur
|------------|----------|
| **Scrape** | Turn URLs into clean markdown or structured JSON |
| **Crawl** | Gather pages across a site, including subpages |
| **Extract** | Pull fields like product details, tables, and metadata |
| **Structured data** | Pull fields like product details, tables, and metadata with Scrape's JSON format |

## Resources

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2 changes: 1 addition & 1 deletion integrations/stripe-projects.mdx
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Expand Up @@ -35,7 +35,7 @@ stripe projects env --pull

The CLI also writes `FIRECRAWL_API_BASE_URL` and `FIRECRAWL_DOCUMENTATION_URL`. Both are informational. The SDKs read `FIRECRAWL_API_URL`, and only for self-hosted deployments; a Stripe-provisioned account uses the hosted API, which is the default, so leave `FIRECRAWL_API_URL` unset.

From here, follow the [Node.js](/quickstarts/nodejs) or [Python](/quickstarts/python) quickstart, or the [SDK overview](/sdks/overview) for other languages. The key works with every endpoint: [search](/features/search), [scrape](/features/scrape), [crawl](/features/crawl), [map](/features/map), [extract](/features/extract), [interact](/features/interact), [parse](/features/parse), and [monitor](/features/monitoring).
From here, follow the [Node.js](/quickstarts/nodejs) or [Python](/quickstarts/python) quickstart, or the [SDK overview](/sdks/overview) for other languages. The key works with every endpoint: [search](/features/search), [scrape](/features/scrape), [crawl](/features/crawl), [map](/features/map), [interact](/features/interact), [agent](/features/agent), [parse](/features/parse), and [monitor](/features/monitoring).

## Catalog

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2 changes: 1 addition & 1 deletion quickstarts/openclaw.mdx
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Expand Up @@ -7,7 +7,7 @@ sidebarTitle: "OpenClaw"
icon: "lobster"
---

Integrate Firecrawl with OpenClaw to give your agents the ability to scrape, search, crawl, extract, and interact with the web — all through the [Firecrawl CLI](/sdks/cli).
Integrate Firecrawl with OpenClaw to give your agents the ability to scrape, search, crawl, and interact with the web, and run Agent jobs, all through the [Firecrawl CLI](/sdks/cli).

## Why Firecrawl + OpenClaw

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