Integration
Connect Langfuse and Webex Teams
When New Trace fires in Langfuse, your agent runs Add message in Webex Teams, or New membership in Webex Teams 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 Webex Teams 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 Webex Teams can do together
From Langfuse to Webex Teams
When New Trace in Langfuse
then Add message in Webex Teams
When New Trace in Langfuse
then Update message in Webex Teams
From Webex Teams to Langfuse
When New membership in Webex Teams
then Add Comment in Langfuse
When New message in Webex Teams
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 Webex Teams
Triggers and actions 3 triggers · 30 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 membershipTriggers when a person is added to a Webex space.
Trigger
New messageTriggers when a new message is posted in a Webex space you are in.
Action
Add membershipAdds a person to a Webex space (room) by person ID or email, optionally as a moderator, and returns the new membership.
Action
Add messagePosts a message to a Webex space, or sends a direct message to a person, with optional text, markdown, a file or an adaptive card.
Action
Add roomCreates a new Webex space (room), optionally inside a team.
Action
Add teamCreates a new team in Webex. The person creating it becomes the team's moderator.
Action
Delete membershipRemoves a person from a Webex space by deleting their membership.
Action
Delete messageDeletes a message from a Webex space.
Action
Delete roomDeletes a Webex space (room) by its ID, along with its messages.
Action
Find people by email or nameFinds Webex people by email address or display name and returns the matching people.
Action
Get messageReturns the details of a single Webex message, including its text, room and sender.
Action
Get personReturns the details of a Webex person, such as their name, email addresses, avatar and status.
Action
Get roomReturns the details of a Webex space, such as its title, type, team and creation date.
Action
List membershipsReturns the memberships of a Webex space, or the spaces a person belongs to.
Action
List messagesReturns the messages in a Webex space, newest first, optionally limited to replies in a thread, messages mentioning someone, or messages before a given time or message.
Action
List roomsReturns the Webex spaces (rooms) the authenticated user belongs to, optionally filtered by team or space type and sorted.
Action
Update messageEdits the text of a message you previously posted in a Webex space.
Action
Update roomUpdates a Webex space's title and settings, such as locking it, making it public, or setting it to announcement-only.
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 Webex Teams, 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 Webex Teams when something happens in Langfuse?
Any of Webex Teams's 16 actions, including Update message, Update room, Add membership and Add message. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Webex Teams to Langfuse?
Yes. When something happens in Webex Teams, your agent can act in Langfuse too. This page covers both directions: Webex Teams's triggers and Langfuse's actions are listed here as well.
Do I have to build a connector for Langfuse or Webex Teams?
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 Webex Teams 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.