STEP 1
Connect Firecrawl and Langfuse
Save credentials in WEXTL once. We store them encrypted and reuse the authorization across every workflow [3]. No coding or API skills required.
Firecrawl and Langfuse Integration
Build ai integration workflows between Firecrawl and Langfuse applications in 3 simple steps. Pick an action inside Firecrawl, then subsequent action inside Langfuse, map fields once and automation will run exactly how you set it in visual builder.
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Learn about Firecrawl and Langfuse
Detailed info you need to know about Firecrawl and Langfuse integrations in WEXTL. Explore which modules apps support and how you connect them.
How to connect Firecrawl to Langfuse
Set up your Firecrawl and Langfuse integration in 3 simple steps [2] — no coding required. Up to 10 minutes setup.
STEP 2
Build a workflow
Paste selected Firecrawl and Langfuse nodes onto the canvas [4], or describe what you want and WEXTL wires the flow together with AI Builder.
STEP 3
Map your data
Choose which fields need to sync between Firecrawl and Langfuse. Use filters or leverage a JS custom code step in between — everything is on the canvas.
How does the integration between Firecrawl and Langfuse work in WEXTL?
WEXTL exposes actions and triggers for Firecrawl and Langfuse that help you connect apps and automate repetitive tasks [1]. A trigger is an event that happens, an action — a step that performs when the event has occurred.
Firecrawl actionsLangfuse actions
Firecrawl modules
- Ask Support AgentPerforms ask support agent.
- Batch Scrape URLsStarts an asynchronous batch scrape job and returns its job ID; poll Get Batch Scrape Status for the result.
- Cancel Agent JobPerforms cancel agent job.
- Cancel Batch ScrapePerforms cancel batch scrape.
- Cancel Crawl JobPerforms cancel crawl job.
- Crawl WebsiteStarts an asynchronous crawl job and returns its job ID; poll Get Crawl Status for the result.
- Create Interact SessionCreates interact session.
- Create MonitorCreates monitor.
- Delete Interact SessionDeletes interact session.
- Delete MonitorDeletes monitor.
- Execute Browser InteractionExecutes browser interaction.
- Extract Structured DataStarts an asynchronous extract job and returns its job ID; poll Get Extract Status for the result.
- Find Similar PapersRetrieves find similar papers.
- Get Agent SnapshotReturns agent snapshot.
- Get Agent StatusPolls an asynchronous agent task for status and, once complete, its output.
- Get Agent TraceReturns agent trace.
- Get Batch Scrape ErrorsReturns batch scrape errors.
- Get Batch Scrape StatusPolls an asynchronous batch scrape job for status and, once complete, its scraped results.
- Get Crawl ErrorsReturns crawl errors.
- Get Crawl StatusPolls an asynchronous crawl job for status and, once complete, its scraped results.
- Get Credit UsageReturns credit usage.
- Get Extract StatusPolls an asynchronous extract job for status and, once complete, its extracted structured data.
- Get Historical Credit UsageReturns historical credit usage.
- Get Historical Token UsageReturns historical token usage.
- Get MonitorReturns monitor.
- Get Monitor CheckReturns monitor check.
- Get Paper DetailsReturns paper details.
- Get Queue StatusReturns queue status.
- Get Scrape StatusRe-fetches a previously completed synchronous scrape's stored result by its scrape ID.
- Get Threat Protection PolicyReturns threat protection policy.
- Get Token UsageReturns token usage.
- Interact with Scrape SessionPerforms interact with scrape session.
- List Active CrawlsRetrieves a list of active crawls.
- List Agent RunsRetrieves a list of agent runs.
- List Interact SessionsRetrieves a list of interact sessions.
- List Monitor ChecksRetrieves a list of monitor checks.
- List MonitorsRetrieves a list of monitors.
- List Team ActivityRetrieves a list of team activity.
- Make an API CallPerforms an arbitrary authorized API call.
- Map Website URLsPerforms map website urls.
- Parse FilePerforms parse file.
- Preview Crawl ParametersPerforms preview crawl parameters.
- Run MonitorRuns monitor.
- Scrape URLScrapes a single URL synchronously and returns the result directly (no job ID, no polling).
- Search Developer IndexSearches for developer index.
- Search Developer Index (POST)Searches the developer index (POST body request).
- Search Firecrawl DocsSearches for firecrawl docs.
- Search Research PapersSearches for research papers.
- Search WebSearches for web.
- Start Agent TaskStarts an asynchronous agent task and returns its job ID; poll Get Agent Status for the result.
Langfuse modules
- Add Annotation Queue ItemCreates annotation queue item.
- Create Annotation QueueCreates annotation queue.
- Create CommentCreates comment.
- Create DatasetCreates dataset.
- Create Dataset ItemCreates dataset item.
- Create Evaluation RuleCreates evaluation rule.
- Create EvaluatorCreates evaluator.
- Create PromptCreates prompt.
- Create ScoreCreates score.
- Create TraceCreates trace (submitted via the legacy batch ingestion endpoint — Langfuse removed the direct v1 POST /traces operation).
- Delete Annotation Queue AssignmentsDeletes annotation queue assignments.
- Delete Blob Storage IntegrationDeletes blob storage integration.
- Delete Dataset ItemDeletes dataset item.
- Delete Dataset RunDeletes dataset run.
- Delete Evaluation RuleDeletes evaluation rule.
- Delete EvaluatorDeletes evaluator.
- Delete LLM ConnectionDeletes llm connection.
- Delete PromptDeletes prompt versions. If neither version nor label is specified, all versions of the prompt are deleted.
- Delete ScoreDeletes score.
- Delete TraceDeletes trace.
- Get Annotation QueueReturns annotation queue.
- Get Annotation Queue ItemReturns annotation queue item.
- Get Blob Storage IntegrationReturns blob storage integration.
- Get CommentReturns comment.
- Get DatasetReturns dataset.
- Get Dataset ItemReturns dataset item.
- Get Dataset RunReturns dataset run.
- Get Evaluation RuleReturns evaluation rule.
- Get EvaluatorReturns evaluator.
- Get Evaluator VersionsReturns evaluator versions.
- Get MediaReturns media.
- Get MetricsReturns metrics.
- Get ProjectsReturns projects.
- Get PromptReturns prompt.
- Get Prompt VersionReturns a specific prompt version (explicit reuse of the Get Prompt operation, pinned to a version number).
- Get ScoreReturns a score (supports both trace and session scores).
- Get SessionReturns session.
- Get TraceReturns trace.
- Ingest Traces (OpenTelemetry)Performs ingest traces (opentelemetry).
- List Annotation Queue ItemsRetrieves a list of annotation queue items.
- List Annotation QueuesRetrieves a list of annotation queues.
- List Blob Storage IntegrationsRetrieves a list of blob storage integrations.
- List CommentsRetrieves a list of comments.
- List Dataset ItemsRetrieves a list of dataset items.
- List Dataset RunsRetrieves a list of dataset runs.
- List DatasetsRetrieves a list of datasets.
- List Evaluation RulesRetrieves a list of evaluation rules.
- List EvaluatorsRetrieves a list of evaluators.
- List Experiment ItemsRetrieves a list of experiment items.
- List ExperimentsRetrieves a list of experiments.
Frequently asked questions
Common questions about connecting Firecrawl and Langfuse.
Connect your Firecrawl and Langfuse accounts once, pick an action in one app and an action in the other, then map the fields so data flows automatically between them. [3]
Example: use Firecrawl's "Ask Support Agent" action to perform Langfuse's "Add Annotation Queue Item" action. Firecrawl has 55 actions (including Ask Support Agent, Batch Scrape URLs, and Cancel Agent Job); Langfuse has 64 actions (including Add Annotation Queue Item, Create Annotation Queue, and Create Comment). Add filters and transforms between steps when you need them. [1]
Yes — pick an action in either app, then an action in the other, and map the fields between them. [2]
No. Firecrawl-to-Langfuse automations are built visually on the canvas. You can optionally add custom JavaScript with Functions when you need advanced logic. [4]
Yes. Trigger-based automations start the moment Firecrawl (or Langfuse) fires a new event — webhook-backed apps run within seconds, and polling-only apps re-check on a schedule you control. [7]
A first automation typically takes 5–10 minutes: connect each app's credential once, drop a trigger + action onto the canvas, map the fields, and turn the workflow on.
You can build your Firecrawl + Langfuse automation on a 3-day trial with every feature unlocked. Cancel anytime. For your protection, a small deposit is charged to your card when your trial starts. It counts toward your first payment and is non-refundable. [8]
References
List of sources used to gather information about the Firecrawl and Langfuse integration.
- Firecrawl and Langfuse integration source code, module specs and credentials implementation.
- Our Firecrawl and Langfuse integration documentation, structured input and output parameters, scopes, and authentication methods.
- Official vendor API documentation for Firecrawl and Langfuse — used to verify field meanings, authentication flows, and anything our own specs don't fully capture.
- WEXTL® visual workflow builder, anonymized data from our technical support team.
- Firecrawl integration information
- Langfuse integration information
- WEXTL® Scheduling
- WEXTL® Pricing and Trial
- WEXTL® Apps Library