Integration
Connect Langfuse and UniBee
When New Trace fires in Langfuse, your agent runs Add Invoice in UniBee, or New Invoice Event in UniBee 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 UniBee 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 UniBee can do together
From Langfuse to UniBee
When New Trace in Langfuse
then Add Invoice in UniBee
When New Trace in Langfuse
then Add Payment in UniBee
From UniBee to Langfuse
When New Invoice Event in UniBee
then Add Comment in Langfuse
When New Payment Event in UniBee
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 UniBee
Triggers and actions 10 triggers · 34 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 Invoice EventTriggers when an invoice event occurs (created, paid, process, cancelled, failed, or reversed).
Trigger
New Payment EventTriggers when a payment event occurs (created, authorised need, success, cancelled, or failure).
Trigger
New Refund EventTriggers when a refund event occurs (created, success, failure, cancelled, or reversed).
Trigger
New Subscription ActivatedTriggers when a subscription becomes active.
Trigger
New Subscription EventTriggers when a subscription event occurs (created, activated, updated, cancelled, expired, etc.).
Trigger
New Subscription Onetime Addon EventTriggers when a subscription onetime addon event occurs (created, success, cancelled, or expired).
Trigger
New Subscription Pending Update EventTriggers when a subscription pending update event occurs (create, success, or cancelled).
Trigger
New User EventTriggers when a user event occurs (created, updated, metric update, or subscription update).
Trigger
New User Plan ChangeTriggers when a user subscription or subscription change occurs.
Action
Add Discount CodeCreate a new discount/promo code.
Action
Add InvoiceCreate a new invoice.
Action
Add PaymentRecord/create a new payment.
Action
Add PlanCreate a new subscription plan.
Action
Add ProductCreate a new product.
Action
Add SubscriptionCreate a new subscription for a user against a plan.
Action
Add UserCreate a new customer/user record in UniBee.
Action
Cancel SubscriptionCancel a subscription immediately.
Action
Get InvoiceFetch a single invoice's detail by invoice id.
Action
Get PaymentFetch a single payment's detail by payment id.
Action
Get PlanFetch a single plan's detail by plan id.
Action
Get SubscriptionFetch a single subscription's detail by subscription id.
Action
Get UserFetch a single user's profile by user id.
Action
List Discount CodesList discount codes with pagination/filters.
Action
List InvoicesList invoices with pagination/filters.
Action
List PlansList plans with pagination/filters.
Action
List ProductsList products with pagination/filters.
Action
List SubscriptionsList subscriptions with pagination/filters.
Action
List UsersList/search customer users with pagination.
Action
Update UserUpdate an existing user's profile fields.
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 UniBee, 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 UniBee when something happens in Langfuse?
Any of UniBee's 20 actions, including Update User, Add Discount Code, Add Invoice and Add Payment. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from UniBee to Langfuse?
Yes. When something happens in UniBee, your agent can act in Langfuse too. This page covers both directions: UniBee's triggers and Langfuse's actions are listed here as well.
Do I have to build a connector for Langfuse or UniBee?
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 UniBee 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.