Integration
Connect Langfuse and Parseur
When New Trace fires in Langfuse, your agent runs Create Document in Parseur, or New Document Export Failed in Parseur to Add Comment in Langfuse. 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 Parseur 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 and Parseur can do together
From Langfuse to Parseur
When New Trace in Langfuse
then Create Document in Parseur
When New Trace in Langfuse
then Create Document From File in Parseur
From Parseur to Langfuse
When New Document Export Failed in Parseur
then Add Comment in Langfuse
When New Document Not Processed in Parseur
then Add Dataset Item in Langfuse
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 Parseur
Triggers and actions 7 triggers · 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).
Trigger
New Document Export FailedTriggered when Parseur fails to export a document to its destination.
Trigger
New Document Not ProcessedTriggered when Parseur receives a document it cannot extract data from, so you can follow it up.
Trigger
New Document ProcessedTriggered when Parseur finishes extracting data from a document, with the extracted fields.
Trigger
New Document Processed (With List Items)Triggered when Parseur finishes extracting data from a document, including any table or list fields it found (line items, rows).
Trigger
New MailboxTriggers when a new mailbox is created in your Parseur account. Returns the mailbox's name, email prefix, AI engine and document counts.
Trigger
New Table Field ProcessedTriggers once for every row of a table or list field when Parseur finishes processing a document. Returns the row's values along with the document and mailbox it came from.
Action
Create DocumentSends text or HTML content to a Parseur mailbox as a new document, so Parseur can extract its data. Returns the new document's ID.
Action
Create Document From FileUploads a file (PDF, DOCX, image and so on) to a Parseur mailbox as a new document, so Parseur can extract its data. Returns the new document's ID.
Action
Delete DocumentDeletes a document from Parseur by its ID.
Action
Delete MailboxDeletes a Parseur mailbox and everything in it. This cannot be undone.
Action
Get DocumentReturns one document from Parseur by its ID, including its processing status and the data Parseur extracted from it.
Action
Get MailboxReturns one Parseur mailbox by its ID, with its email address, document counts and settings.
Action
List DocumentsReturns the documents in Parseur, optionally narrowed to one mailbox or one processing status.
Action
List MailboxesReturns the mailboxes in your Parseur account, with the email address to send documents to and how many documents each holds.
Action
Reprocess DocumentSends an existing document back through parsing, for example after you update its template. Returns the document's ID, name and processing status.
Action
Update MailboxUpdates a Parseur mailbox's settings. Only the values you supply are changed — anything you leave blank keeps its current setting.
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 Parseur, 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 Parseur when something happens in Langfuse?
Any of Parseur's 10 actions, including Create Document, Create Document From File, Update Mailbox and Get Document. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Parseur to Langfuse?
Yes. When something happens in Parseur, your agent can act in Langfuse too. This page covers both directions: Parseur's triggers and Langfuse's actions are listed here as well.
Do I have to build a connector for Langfuse or Parseur?
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 Parseur 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.