# Firecrawl advanced scrape with LLM extraction Scrape a single URL and optionally extract information using an LLM. Needs url. Scrape a single URL and optionally extract information using an LLM - Tool ID: `firecrawl/scrape-advanced` - Name in the catalog: Scrape a single URL and optionally extract information using an LLM - Provider: [Firecrawl](/providers/firecrawl.md) - Capability: [Page to markdown](/tools/web-scraping/scrape.md) - Price: usage based, the maximum is shown before a run - Authentication: an authorised Agentik workspace is required for execution, including zero-price tools. ## Pricing contract Billed at the cost the provider reports for the call, never above $0.625. Your agent sees the maximum before running. ```json { "model": "reported", "costPath": "", "costTerms": [ { "path": "data.metadata.creditsUsed", "usd": 0.0025 } ], "requireCost": true, "maxUsdDefault": 0.625, "maxUsdCap": 0.625, "headroom": 1 } ``` Pricing source: [https://docs.firecrawl.dev/billing](https://docs.firecrawl.dev/billing). Standard monthly allowance $100/100,000 = $0.001/credit; marginal Standard overage $5/2,000 = $0.0025/credit. Gateway uses marginal cost; no automatic reload changed.. Price verification date: 2026-10-05. ## Complete input schema ```json { "type": "object", "properties": { "url": { "type": "string", "format": "uri", "description": "The URL to scrape" }, "formats": { "type": "array", "items": { "oneOf": [ { "type": "object", "title": "Markdown", "properties": { "type": { "type": "string", "enum": [ "markdown" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Summary", "properties": { "type": { "type": "string", "enum": [ "summary" ] } }, "required": [ "type" ] }, { "type": "object", "title": "HTML", "properties": { "type": { "type": "string", "enum": [ "html" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Raw HTML", "properties": { "type": { "type": "string", "enum": [ "rawHtml" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Raw Base64", "properties": { "type": { "type": "string", "enum": [ "rawBase64" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Links", "properties": { "type": { "type": "string", "enum": [ "links" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Images", "properties": { "type": { "type": "string", "enum": [ "images" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Screenshot", "properties": { "type": { "type": "string", "enum": [ "screenshot" ] }, "fullPage": { "type": "boolean", "description": "Whether to capture a full-page screenshot (ignores viewport.height) or limit to the current viewport.", "default": false }, "quality": { "type": "integer", "description": "The quality of the screenshot, from 1 to 100. 100 is the highest quality." }, "viewport": { "type": "object", "properties": { "width": { "type": "integer", "description": "The width of the viewport in pixels" }, "height": { "type": "integer", "description": "The height of the viewport in pixels" } }, "required": [ "width", "height" ] } }, "required": [ "type" ] }, { "type": "object", "title": "JSON", "properties": { "type": { "type": "string", "enum": [ "json" ] }, "schema": { "type": "object", "description": "The schema to use for the JSON output. Must conform to [JSON Schema](https://json-schema.org/)." }, "prompt": { "type": "string", "description": "The prompt to use for the JSON output" }, "checkPromptInjection": { "type": "boolean", "description": "When enabled, scans the scraped page content for prompt injection attempts before running the extraction. If an injection is detected, the request fails with a 403 and error code SCRAPE_PROMPT_INJECTION_DETECTED. Adds 4 credits when the check runs. Defaults to false.", "default": false } }, "required": [ "type" ] }, { "type": "object", "title": "Change Tracking", "properties": { "type": { "type": "string", "enum": [ "changeTracking" ] }, "modes": { "type": "array", "items": { "type": "string", "enum": [ "git-diff", "json" ] }, "description": "The mode to use for change tracking. 'git-diff' provides a detailed diff, and 'json' compares extracted JSON data." }, "schema": { "type": "object", "description": "Schema for JSON extraction when using 'json' mode. Defines the structure of data to extract and compare. Must conform to [JSON Schema](https://json-schema.org/)." }, "prompt": { "type": "string", "description": "Prompt to use for change tracking when using 'json' mode. If not provided, the default prompt will be used." }, "tag": { "type": [ "string", "null" ], "default": null, "description": "Tag to use for change tracking. Tags can separate change tracking history into separate \"branches\", where change tracking with a specific tagwill only compare to scrapes made in the same tag. If not provided, the default tag (null) will be used." } }, "required": [ "type" ] }, { "type": "object", "title": "Branding", "properties": { "type": { "type": "string", "enum": [ "branding" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Product", "properties": { "type": { "type": "string", "enum": [ "product" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Menu", "properties": { "type": { "type": "string", "enum": [ "menu" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Audio", "description": "Extract audio (MP3) from supported video URLs, e.g. YouTube. Returns a signed GCS URL.", "properties": { "type": { "type": "string", "enum": [ "audio" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Video", "description": "Extract best-quality video from supported video URLs, e.g. YouTube. Returns a signed GCS URL.", "properties": { "type": { "type": "string", "enum": [ "video" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Question", "description": "Ask a natural-language question about the page. Returns the answer in the response `answer` field.", "properties": { "type": { "type": "string", "enum": [ "question" ] }, "question": { "type": "string", "maxLength": 10000, "description": "The question to answer about the page. Maximum 10,000 characters." } }, "required": [ "type", "question" ] }, { "type": "object", "title": "Highlights", "description": "Find relevant source text from the page. Returns the selected text in the response `highlights` field.", "properties": { "type": { "type": "string", "enum": [ "highlights" ] }, "query": { "type": "string", "maxLength": 10000, "description": "The text-selection query to run against the page. Maximum 10,000 characters." } }, "required": [ "type", "query" ] }, { "type": "string", "enum": [ "markdown", "summary", "html", "rawHtml", "rawBase64", "links", "images", "screenshot", "json", "changeTracking", "branding", "product", "menu", "audio", "video", "question", "highlights" ] } ] }, "description": "Output formats to include in the response. You can specify one or more formats, either as strings (e.g., `'markdown'`) or as objects with additional options (e.g., `{ type: 'json', schema: {...} }`). Some formats require specific options to be set. Example: `['markdown', { type: 'json', schema: {...} }]`.", "default": [ "markdown" ], "maxItems": 10 }, "onlyMainContent": { "type": "boolean", "description": "Only return the main content of the page excluding headers, navs, footers, etc. This is a deterministic HTML-level filter applied before markdown is generated; no LLM is involved.", "default": true }, "onlyCleanContent": { "type": "boolean", "description": "Beta. Run an additional LLM-based pass over the generated markdown to remove residual boilerplate that `onlyMainContent` can miss (cookie banners, ad blocks, social share widgets, breadcrumbs, newsletter signups, comment sections, related-article lists). Headings, lists, tables, code blocks, image references, and inline links are preserved. Can be combined with `onlyMainContent` (the most common setup) or used on its own. Skipped with a warning when the markdown exceeds the cleaning model's output token limit (the original markdown is preserved). Not supported on zero-data-retention requests.", "default": false }, "includeTags": { "type": "array", "items": { "type": "string" }, "description": "Tags to include in the output." }, "excludeTags": { "type": "array", "items": { "type": "string" }, "description": "Tags to exclude from the output." }, "maxAge": { "type": "integer", "description": "Returns a cached version of the page if it is younger than this age in milliseconds. If a cached version of the page is older than this value, the page will be scraped. If you do not need extremely fresh data, enabling this can speed up your scrapes by 500%. Defaults to 2 days.", "default": 172800000 }, "minAge": { "type": "integer", "description": "When set, the request only checks the cache and never triggers a fresh scrape. The value is in milliseconds and specifies the minimum age the cached data must be. If matching cached data exists, it is returned instantly. If no cached data is found, a 404 with error code SCRAPE_NO_CACHED_DATA is returned. Set to 1 to accept any cached data regardless of age." }, "headers": { "type": "object", "description": "Headers to send with the request. Can be used to send cookies, user-agent, etc." }, "waitFor": { "type": "integer", "description": "Specify a delay in milliseconds before fetching the content, allowing the page sufficient time to load. This waiting time is in addition to Firecrawl's smart wait feature.", "default": 0 }, "mobile": { "type": "boolean", "description": "Set to true if you want to emulate scraping from a mobile device. Useful for testing responsive pages and taking mobile screenshots.", "default": false }, "skipTlsVerification": { "type": "boolean", "description": "Skip TLS certificate verification when making requests.", "default": true }, "timeout": { "type": "integer", "description": "Timeout in milliseconds for the request. Minimum is 1000 (1 second). Default is 60000 (60 seconds). Maximum is 300000 (300 seconds).", "default": 60000, "minimum": 1000, "maximum": 300000 }, "parsers": { "type": "array", "description": "Controls how files are processed during scraping. When \"pdf\" is included (default), the PDF content is extracted and converted to markdown format, with billing based on the number of pages (1 credit per page). When an empty array is passed, the PDF file is returned in base64 encoding with a flat rate of 1 credit for the entire PDF.", "items": { "oneOf": [ { "type": "object", "properties": { "type": { "type": "string", "enum": [ "pdf" ] }, "mode": { "type": "string", "enum": [ "fast", "auto", "ocr" ], "default": "auto", "description": "PDF parsing mode. \"fast\": text-based extraction only (embedded text, fastest). \"auto\" (default): attempts fast extraction first, falls back to OCR if needed. \"ocr\": forces OCR parsing on every page." }, "maxPages": { "type": "integer", "minimum": 1, "maximum": 10, "description": "Maximum number of pages to parse from the PDF. Must be a positive integer up to 10000." }, "pages": { "type": "boolean", "default": false, "description": "Include physical per-page markdown alongside the document markdown. Populates the `pages` field on the document as an array of { pageNumber, markdown }. No additional cost." }, "blocks": { "type": "boolean", "default": false, "description": "Include per-page typed layout blocks alongside the document markdown. Populates the `blocks` field on the document: typed blocks (title, section_header, text, table, formula, figure, caption, ...) with normalized bounding boxes, reading order, character-span links into the markdown, and per-block confidence. No additional cost." }, "pageMarkers": { "type": "boolean", "default": false, "description": "Annotate page breaks in the document markdown: pages are joined with `\\n\\n---\\n\\n\\n\\n`, where N is the 1-based physical page of the content that follows. Markers appear between pages only (no leading marker for page 1), and numbering may skip pages merged across a page break — use `pages: true` when every physical page is needed. No new response field; no additional cost." } }, "required": [ "type", "maxPages" ], "additionalProperties": false } ] }, "default": [] }, "actions": { "type": "array", "description": "Actions to perform on the page before grabbing the content", "items": { "oneOf": [ { "title": "Wait", "oneOf": [ { "type": "object", "title": "Wait by Duration", "properties": { "type": { "type": "string", "enum": [ "wait" ], "description": "Wait for a specified amount of milliseconds" }, "milliseconds": { "type": "integer", "minimum": 1, "description": "Number of milliseconds to wait" } }, "required": [ "type", "milliseconds" ], "additionalProperties": false }, { "type": "object", "title": "Wait for Element", "properties": { "type": { "type": "string", "enum": [ "wait" ], "description": "Wait for a specific element to appear" }, "selector": { "type": "string", "description": "CSS selector to wait for" } }, "required": [ "type", "selector" ], "additionalProperties": false } ] }, { "type": "object", "title": "Screenshot", "properties": { "type": { "type": "string", "enum": [ "screenshot" ], "description": "Take a screenshot. The links will be in the response's `actions.screenshots` array." }, "fullPage": { "type": "boolean", "description": "Whether to capture a full-page screenshot (ignores viewport.height) or limit to the current viewport.", "default": false }, "quality": { "type": "integer", "description": "The quality of the screenshot, from 1 to 100. 100 is the highest quality." }, "viewport": { "type": "object", "properties": { "width": { "type": "integer", "description": "The width of the viewport in pixels" }, "height": { "type": "integer", "description": "The height of the viewport in pixels" } }, "required": [ "width", "height" ] } }, "required": [ "type" ] }, { "type": "object", "title": "Click", "properties": { "type": { "type": "string", "enum": [ "click" ], "description": "Click on an element" }, "selector": { "type": "string", "description": "Query selector to find the element by" }, "all": { "type": "boolean", "description": "Clicks all elements matched by the selector, not just the first one. Does not throw an error if no elements match the selector.", "default": false } }, "required": [ "type", "selector" ] }, { "type": "object", "title": "Write text", "properties": { "type": { "type": "string", "enum": [ "write" ], "description": "Write text into an input field, text area, or contenteditable element. Note: You must first focus the element using a 'click' action before writing. The text will be typed character by character to simulate keyboard input." }, "text": { "type": "string", "description": "Text to type" } }, "required": [ "type", "text" ] }, { "type": "object", "title": "Press a key", "description": "Press a key on the page. See https://asawicki.info/nosense/doc/devices/keyboard/key_codes.html for key codes.", "properties": { "type": { "type": "string", "enum": [ "press" ], "description": "Press a key on the page" }, "key": { "type": "string", "description": "Key to press" } }, "required": [ "type", "key" ] }, { "type": "object", "title": "Scroll", "properties": { "type": { "type": "string", "enum": [ "scroll" ], "description": "Scroll the page or a specific element" }, "direction": { "type": "string", "enum": [ "up", "down" ], "description": "Direction to scroll", "default": "down" }, "selector": { "type": "string", "description": "Query selector for the element to scroll" } }, "required": [ "type" ] }, { "type": "object", "title": "Scrape", "properties": { "type": { "type": "string", "enum": [ "scrape" ], "description": "Scrape the current page content, returns the url and the html." } }, "required": [ "type" ] }, { "type": "object", "title": "Execute JavaScript", "properties": { "type": { "type": "string", "enum": [ "executeJavascript" ], "description": "Execute JavaScript code on the page" }, "script": { "type": "string", "description": "JavaScript code to execute" } }, "required": [ "type", "script" ] }, { "type": "object", "title": "Generate PDF", "properties": { "type": { "type": "string", "enum": [ "pdf" ], "description": "Generate a PDF of the current page. The PDF will be returned in the `actions.pdfs` array of the response." }, "format": { "type": "string", "enum": [ "A0", "A1", "A2", "A3", "A4", "A5", "A6", "Letter", "Legal", "Tabloid", "Ledger" ], "description": "The page size of the resulting PDF", "default": "Letter" }, "landscape": { "type": "boolean", "description": "Whether to generate the PDF in landscape orientation", "default": false }, "scale": { "type": "number", "description": "The scale multiplier of the resulting PDF", "default": 1 } }, "required": [ "type" ] } ] } }, "location": { "type": "object", "description": "Location settings for the request. When specified, this will use an appropriate proxy if available and emulate the corresponding language and timezone settings. Defaults to 'US' if not specified.", "properties": { "country": { "type": "string", "description": "ISO 3166-1 alpha-2 country code (e.g., 'US', 'AU', 'DE', 'JP')", "pattern": "^[A-Z]{2}$", "default": "US" }, "languages": { "type": "array", "description": "Preferred languages and locales for the request in order of priority. Defaults to the language of the specified location. See https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Accept-Language", "items": { "type": "string" } } } }, "removeBase64Images": { "type": "boolean", "description": "Removes all base 64 images from the markdown output, which may be overwhelmingly long. This does not affect html or rawHtml formats. The image's alt text remains in the output, but the URL is replaced with a placeholder.", "default": true }, "blockAds": { "type": "boolean", "description": "Enables ad-blocking and cookie popup blocking.", "default": true }, "proxy": { "type": "string", "enum": [ "basic", "enhanced", "auto" ], "description": "Specifies the type of proxy to use.\n\n - **basic**: Proxies for scraping sites with none to basic anti-bot solutions. Fast and usually works.\n - **enhanced**: Enhanced proxies for scraping sites with advanced anti-bot solutions. Slower, but more reliable on certain sites. Billed at the same credit cost as basic.\n - **auto**: Firecrawl will automatically retry scraping with enhanced proxies if the basic proxy fails. Enhanced proxies carry no credit surcharge, so either way only the regular cost is billed.", "default": "auto" }, "storeInCache": { "type": "boolean", "description": "If true, the page will be stored in the Firecrawl index and cache. Setting this to false is useful if your scraping activity may have data protection concerns. Using some parameters associated with sensitive scraping (e.g. actions, headers) will force this parameter to be false.", "default": true }, "lockdown": { "type": "boolean", "description": "If true, serves the request from Firecrawl's cache only and never makes an outbound request to the target URL. Designed for compliance-constrained or air-gapped environments where the scrape request itself could leak sensitive information. On cache miss, returns a 404 with error code SCRAPE_LOCKDOWN_CACHE_MISS (the URL is never logged on miss). Lockdown requests are treated as zero data retention. Default maxAge is extended to 2 years so existing cached pages remain eligible. Billed at 5 credits on hit, 1 credit on cache miss.", "default": false }, "redactPII": { "oneOf": [ { "type": "boolean" }, { "type": "object", "description": "Tuning options for PII redaction.", "properties": { "mode": { "type": "string", "enum": [ "accurate", "aggressive", "fast" ], "default": "accurate", "description": "Redaction strategy. `accurate` is model-only and optimized for precision, `aggressive` increases recall with additional heuristics, and `fast` uses heuristics without the model call." }, "entities": { "type": "array", "description": "Restrict redaction to these entity buckets. If omitted, all supported entities are redacted.", "items": { "type": "string", "enum": [ "PERSON", "EMAIL", "PHONE", "LOCATION", "FINANCIAL", "SECRET" ], "description": "Public PII entity buckets supported by Firecrawl redaction." } }, "replaceStyle": { "type": "string", "enum": [ "tag", "mask", "remove" ], "default": "tag", "description": "`tag` replaces spans with placeholders like ``, `mask` replaces characters with `*`, and `remove` deletes the span text." } }, "additionalProperties": false } ], "default": false, "description": "Redact personally identifiable information from returned markdown. Pass `true` to use defaults, or an object to tune mode, entities, and replacement style." }, "profile": false, "threatProtection": { "type": "object", "title": "Threat Protection Override", "description": "Per-request [Threat Protection](https://docs.firecrawl.dev/features/threat-protection) override. Fields you provide replace the corresponding fields of your organization's policy for this request only; omitted fields keep their organization-level values. Requires Threat Protection to be enabled for your team (enterprise feature) — otherwise the request is rejected with a 403. If your organization has disabled request overrides, any request that includes this object is rejected with a 403. If Threat Protection is enforced for your team, `mode` may not be set to `off`.", "properties": { "mode": { "type": "string", "enum": [ "off", "normal" ], "description": "URL scanning mode for this request. `normal` checks URLs against Google Web Risk (+2 credits per URL scanned)." }, "riskScoreThreshold": { "type": "integer", "minimum": 0, "maximum": 100, "description": "Normalized risk score (0–100) at or above which a classifier verdict blocks the URL. Lower is stricter." }, "blacklist": { "type": "array", "maxItems": 1000, "items": { "type": "string" }, "description": "Domains to always block, as plain domains (`example.com`) or wildcard globs (`*.example.com`). No protocol, path, or port." }, "whitelist": { "type": "array", "maxItems": 1000, "items": { "type": "string" }, "description": "Domains to always allow, as plain domains or wildcard globs. Wins over every other rule." }, "blockedTlds": { "type": "array", "maxItems": 1000, "items": { "type": "string" }, "description": "Top-level domains to block outright, lowercase without the leading dot (e.g. `zip`)." }, "failurePolicy": { "type": "string", "enum": [ "open", "closed" ], "description": "What to do when the classifier can't be reached: `closed` blocks the request, `open` allows it." } } }, "auditMetadata": { "type": "object", "description": "User attribution included with SIEM logging events when SIEM Logging is enabled for the organization.", "additionalProperties": false, "required": [ "username" ], "properties": { "username": { "type": "string", "maxLength": 1024, "description": "The username associated with the request." } } }, "zeroDataRetention": { "type": "boolean", "default": false, "description": "If true, this will enable zero data retention for this scrape. To enable this feature, please contact help@firecrawl.dev" }, "domainTools": { "type": "boolean", "default": false, "description": "When true on an ordinary URL scrape, `data.tools` lists tool contracts matched to the scraped page's domain (same `DiscoveredTool` shape as search). Requires the team's Alexandria access to be enabled and no zero data retention (403 otherwise). Free." } }, "required": [ "url" ], "additionalProperties": false } ``` ## Published example No example input is published for this tool. Ask for the inputs required by its schema. ## Execute and retrieve Inspect again before execution, explain the price and obtain the required authority. Use MCP run_tool or POST /v1/run with this tool ID, valid input and an idempotency key. Save the returned run ID and follow the actual state. If Agentik answers that the tool is temporarily unavailable, do not retry it blindly; use discovery to propose an alternative. A partial or uncertain result can still have consumed provider resources. Consult [billing](/docs/billing.md), [idempotency](/docs/idempotency.md) and [asynchronous results](/docs/async.md). [Provider documentation](https://docs.firecrawl.dev/api-reference/v2-introduction) [REST inspection](https://api.agentik.cc/v1/tools/firecrawl/scrape-advanced) · [OpenAPI](/openapi.json) · [Connection guide](/connect.md) --- [HTML page](/providers/firecrawl/scrape-advanced) · [Agent index](/llms.txt)