Integration
Connect Langfuse and Mural
When New Trace fires in Langfuse, your agent runs Add comment in Mural, or New Mural in Mural 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 Mural 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 Mural can do together
From Langfuse to Mural
When New Trace in Langfuse
then Add comment in Mural
When New Trace in Langfuse
then Add area in Mural
From Mural to Langfuse
When New Mural in Mural
then Add Comment in Langfuse
When New Room in Mural
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 Mural
Triggers and actions 3 triggers · 42 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 MuralTriggers when a new mural is created in the selected workspace.
Trigger
New RoomTriggers when a new room is created in a Mural workspace.
Action
Add areaCreates an area widget on a mural, with optional title, size, position, layout and style.
Action
Add commentAdds a comment to a mural at a given position, optionally attached to a widget.
Action
Add folderCreates a new folder in a Mural room, optionally nested inside an existing folder.
Action
Add roomCreates a room in a Mural workspace you have write access to.
Action
Add shapeCreates a shape widget (such as a rectangle or ellipse) on a mural.
Action
Add tagCreates a tag in a mural, optionally applying it to widgets. Tag text is limited to 25 characters.
Action
Add text boxCreates a text box widget on a mural.
Action
Create MuralCreates a new mural in a room you own, with an optional title, folder, size and background color.
Action
Create StickyCreates a sticky note on a mural, with optional text, position, size, shape, style and tags.
Action
Delete muralDeletes a mural that the connected user owns.
Action
Delete roomDeletes a room that you own in Mural.
Action
Delete widgetDeletes a widget (sticky note, shape, text box, etc.) and its content from a mural.
Action
Duplicate muralCreates a copy of an existing mural in the room (and optional folder) you choose, with a new title.
Action
Find murals by titleSearches a workspace for murals whose titles match the text you provide and returns the matching murals.
Action
Get current userReturns the profile of the Mural user the connected account belongs to.
Action
Get muralReturns the details of a single mural you have access to.
Action
Get roomReturns the details of a single Mural room, such as its name, type and workspace.
Action
Get workspaceReturns the details of a Mural workspace you have read access to.
Action
Invite users to muralInvites people to a mural by email address or username. Invitees are notified by email; people invited by username are added to the mural immediately.
Action
List foldersReturns the folders in a Mural room that you have access to.
Action
List muralsReturns the murals you own or are a member of in a workspace, optionally filtered by status.
Action
List roomsReturns the rooms in a Mural workspace that you have access to.
Action
List tagsReturns the tags defined in a mural.
Action
List widgetsReturns the widgets (sticky notes, shapes, text boxes, areas and more) on a mural, optionally filtered by widget type or parent widget. Drawings are not included.
Action
List workspacesReturns all workspaces the connected Mural user is a member of.
Action
Update muralUpdates a mural's title, status, size, colors, folder and permission settings. Leave a field blank to keep its current value.
Action
Update roomUpdates the name, description, visibility or favorite status of a Mural room.
Action
Update sticky noteUpdates the text, position, size, style or other properties of an existing sticky note on a mural.
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 Mural, 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 Mural when something happens in Langfuse?
Any of Mural's 28 actions, including Create Mural, Create Sticky, Update mural and Update room. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Mural to Langfuse?
Yes. When something happens in Mural, your agent can act in Langfuse too. This page covers both directions: Mural's triggers and Langfuse's actions are listed here as well.
Do I have to build a connector for Langfuse or Mural?
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 Mural 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.