Integration
Connect Langfuse to Extracta.ai
When New Trace fires in Langfuse, your agent runs Add classification in Extracta.ai. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Langfuse and Extracta.ai to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Example flows
What Langfuse can start in Extracta.ai
When New Trace in Langfuse
then Add classification in Extracta.ai
When New Trace in Langfuse
then Add extraction in Extracta.ai
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Langfuse and Extracta.ai
Triggers and actions 1 trigger · 24 actions
Trigger
New TracePolling trigger: fires for newly created traces (dedup by trace id / timestamp).
Action
Add CommentAdd a comment to a trace/observation/session/prompt object.
Action
Add DatasetCreate a new dataset.
Action
Add Dataset ItemCreate an item (input/expected_output/metadata) in a dataset.
Action
Add PromptCreate a new prompt version (text or chat).
Action
Add ScoreCreate a score attached to a trace/observation/session (numeric, categorical, or boolean).
Action
Delete TraceDelete a trace by id.
Action
Get ProjectReads the Langfuse project that the connection's project-scoped API key belongs to.
Action
Get PromptGet a prompt by name (and optional version/label).
Action
Get TraceGet a single trace by id, including nested observations/scores.
Action
List Dataset ItemsList items in a dataset.
Action
List DatasetsList all datasets in the project.
Action
List PromptsList all prompts in the project.
Action
List ScoresList scores with optional filters.
Action
List TracesList traces with optional filters (user, session, tags, timerange).
Action
Add classificationCreates a document classification with a list of document types that uploaded documents can be classified into. Returns the new classification's id.
Action
Add extractionCreates a new data extraction in Extracta.ai that defines which fields to pull out of uploaded documents. Returns the new extraction's id, which you use when uploading files for processing.
Action
Delete classificationPermanently deletes a document classification, including all of its batches, results and uploaded files.
Action
Delete extractionPermanently deletes an extraction with all its batches and files, or just one batch or one file within it.
Action
Get classificationReturns the details of a document classification, including its name, description and configured document types with their keywords and linked extraction templates.
Action
Get creditsReturns the number of credits currently available on your Extracta.ai account, where one credit processes one page.
Action
Get extractionReturns the setup of an extraction: its name, description, language, options, the fields it extracts, and the batches processed under it.
Action
Get extraction resultsReturns the extracted data for a batch of documents processed by an extraction, or its waiting status if processing is not finished. Optionally narrows the results to a single file.
Action
Update classificationUpdates an existing document classification's name, description and document types.
Action
Update extractionUpdates an existing Extracta extraction's name, description, language, processing options or fields to extract. Anything left blank stays unchanged.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
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Questions
Langfuse and Extracta.ai, answered
What can start an automation from Langfuse?
Any of Langfuse's 1 trigger in the catalog, including New Trace. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Extracta.ai when something happens in Langfuse?
Any of Extracta.ai's 10 actions, including Update classification, Update extraction, Add classification and Add extraction. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Extracta.ai to Langfuse?
Extracta.ai has no triggers in the catalog today, so automations start in Langfuse. If you need the other direction, ask: your agent reads Extracta.ai's API documentation and adds it.
Do I have to build a connector for Langfuse or Extracta.ai?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
Can my AI client use Langfuse and Extracta.ai without building an automation?
Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.