FireCrawl ACTION
Extract Data
Extract structured data from one or multiple URLs. See the documentation
- Action
- Writes data
- API key
- SDK
- MCP
IMPLEMENTATION
Call this tool
Connect a user's FireCrawl account once, then configure and run Extract Data from your backend or agent.
import { PipedreamClient } from "@pipedream/sdk"
const pd = new PipedreamClient({
projectId: process.env.PIPEDREAM_PROJECT_ID!,
clientId: process.env.PIPEDREAM_CLIENT_ID!,
clientSecret: process.env.PIPEDREAM_CLIENT_SECRET!,
projectEnvironment: "production",
})
const result = await pd.actions.run({
id: "firecrawl-extract-data",
externalUserId: "{external_user_id}", // any stable ID for this user in your system
configuredProps: {
firecrawl: { authProvisionId: "apn_xxxxxxx" },
urls: ["URLs"],
prompt: "Prompt",
},
})
console.log(result)curl -X POST https://api.pipedream.com/v1/connect/{project_id}/actions/run \
-H "Content-Type: application/json" \
-H "X-PD-Environment: production" \
-H "Authorization: Bearer {access_token}" \
-d '{
"external_user_id": "{external_user_id}",
"id": "firecrawl-extract-data",
"configured_props": {
"firecrawl": { "authProvisionId": "apn_xxxxxxx" },
"urls": ["URLs"],
"prompt": "Prompt"
}
}'// accessToken: mint a short-lived token with the Connect SDK — see the MCP guide
const transport = new StreamableHTTPClientTransport(
new URL("https://remote.mcp.pipedream.net/v3"),
{
requestInit: {
headers: {
Authorization: `Bearer ${accessToken}`,
"x-pd-project-id": "{project_id}",
"x-pd-environment": "production",
"x-pd-external-user-id": "{external_user_id}", // any stable ID for this user in your system
"x-pd-app-slug": "firecrawl",
},
},
},
)
const mcp = new Client({ name: "my-agent", version: "1.0.0" })
await mcp.connect(transport)
const { tools } = await mcp.listTools()
// listTools() hands your model this tool's input schema, so it can
// fill the arguments itself:
const result = await mcp.callTool({
name: "firecrawl-extract-data",
arguments: {
urls: ["URLs"],
prompt: "Prompt",
},
})SCHEMA
Inputs
Pipedream supplies the connected account. Your application provides the operation-specific values below. Dynamic inputs are resolved against that user's account.
| Property | Type | Description |
|---|---|---|
urls URLs | string[] | An array of one or more URLs. Supports wildcards (/*) for broader crawling. Required |
prompt Prompt | string | (Optional unless no schema): A natural language prompt describing the data you want or specifying how you want that data structured. Optional |
schema Schema | object | (Optional unless no prompt): A more rigid structure if you already know the JSON layout. Optional |
enableWebSearch Enable Web Search | boolean | When true, the extraction will use web search to find additional data Optional |
ignoreSitemap Ignore Sitemap | boolean | When true, sitemap.xml files will be ignored during website scanning Optional |
includeSubdomains Include Subdomains | boolean | When true, subdomains of the provided URLs will also be scanned Optional |
showSources Show Sources | boolean | When true, the sources used to extract the data will be included in the response Optional |
waitForCompletion Wait For Completion | boolean | Set to true to poll the API in 3-second intervals until the job is completed Optional |
REFERENCE
Tool details
Behavior hints are published with the component in the Pipedream registry and surface as MCP tool annotations, so an agent can reason about a tool before it calls it.
- Registry key
- firecrawl-extract-data
- Version
- 0.0.5
- App
- FireCrawl
- Authentication
- API key
- Read-only
- No
- Destructive
- No
- Open world
- Yes
- Source
- View on GitHub ↗