--- title: "Connect Langfuse to Markup AI - APIANT.ai" description: "When \"New Trace\" fires in Langfuse, your agent runs \"Add domain\" in Markup AI." canonical: "https://apiant.ai/connect/langfuse-to-markup-ai" --- # Connect Langfuse to Markup AI When **New Trace** fires in [Langfuse](https://apiant.ai/connections/langfuse), your agent runs **Add domain** in [Markup AI](https://apiant.ai/connections/markup-ai). Describe the whole flow and it is built, tested on every scenario and kept running. Langfuse **1** trigger Langfuse **14** actions Markup AI **22** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Langfuse and Markup AI to do together? Give your AI client this address. `https://mcp.apiant.ai` One 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.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### 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)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) ### 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)](https://apiant.ai/docs/mcp) Example flows ## What Langfuse can start in Markup AI - When **New Trace** in Langfuse then **Add domain** in Markup AI - When **New Trace** in Langfuse then **Add term** in Markup 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 Markup AI ## Triggers and actions 1 trigger · 36 actions - Trigger **New Trace** Polling trigger: fires for newly created traces (dedup by trace id / timestamp). - Action **Add Comment** Add a comment to a trace/observation/session/prompt object. - Action **Add Dataset** Create a new dataset. - Action **Add Dataset Item** Create an item (input/expected_output/metadata) in a dataset. - Action **Add Prompt** Create a new prompt version (text or chat). - Action **Add Score** Create a score attached to a trace/observation/session (numeric, categorical, or boolean). - Action **Delete Trace** Delete a trace by id. - Action **Get Project** Reads the Langfuse project that the connection's project-scoped API key belongs to. - Action **Get Prompt** Get a prompt by name (and optional version/label). - Action **Get Trace** Get a single trace by id, including nested observations/scores. - Action **List Dataset Items** List items in a dataset. - Action **List Datasets** List all datasets in the project. - Action **List Prompts** List all prompts in the project. - Action **List Scores** List scores with optional filters. - Action **List Traces** List traces with optional filters (user, session, tags, timerange). - Action **Add domain** Create a brand-terms domain. - Action **Add term** Adds a preferred or prohibited term to a Markup AI term set. - Action **Add term set** Create a new term set in Markup AI terminology, optionally with initial terms and linked domains. - Action **Cancel agent workflow** Cancel a running Markup AI agent workflow. - Action **Delete domain** Deletes a terminology domain. - Action **Delete term** Delete a term. - Action **Delete term set** Deletes a term set from your Markup AI terminology. - Action **Get agent** Get an agent's metadata by its ID. - Action **Get agent workflow status** Get the status and result of an agent workflow. - Action **Get style guide** Get a style guide's full configuration, including its goals, goal groups and guidelines. - Action **Get term** Retrieves a single term from a term set. - Action **Get term set** Get a brand-terms term set by id. - Action **List agent categories** List all available agent categories. - Action **List agents** Lists the Markup AI agents your organization can run, optionally filtered by category. - Action **List agent workflows** Lists agent workflow executions, optionally filtered by status, agent, or creation time. Returns up to 100 workflows. - Action **List domains** Lists the terminology domains in the Markup AI account, optionally filtered by name. Returns up to 100 domains. - Action **List style guides** Lists the style guides available to your organization. - Action **List term sets** Returns all term sets, with their terms and domains. - Action **Run Content Analysis Agents** Runs a Markup AI content agent (for example Brand Voice, Style, Claims or Freshness) against a piece of text and returns the resulting workflow, including the analysis result when the run is set to wait for completion. - Action **Update domain** Updates an existing terminology domain by ID. - Action **Update term** Updates an existing term in a term set by ID. - Action **Update term set** Update a brand-terms term set. ## Each app on its own - [ **Langfuse** Langfuse is an open-source LLM engineering platform (GitHub) that helps teams collaboratively debug...](https://apiant.ai/connections/langfuse) - [ **Markup AI** Markup AI is a set of Content Guardian Agents that integrate into your workflow to keep brand, tone...](https://apiant.ai/connections/markup-ai) Reviews ## What our customers say ## More from Langfuse - [ **Langfuse to 5DollarFootball** Football fixtures, results, standings and historical odds with corner and card lines](https://apiant.ai/connect/langfuse-to-5dollarfootball) - [ **Langfuse to Cloudflare Trace** Cloudflare Trace is a free JSON wrapper over Cloudflare's edge trace endpoint that reports what Cloudflare...](https://apiant.ai/connect/langfuse-to-cloudflare-trace) - [ **Langfuse to PaperClean** Clean document photos for printing, remove shadows, fix lighting](https://apiant.ai/connect/langfuse-to-paperclean) - [ **Langfuse to Postman** Postman is a platform for building and testing APIs.](https://apiant.ai/connect/langfuse-to-postman) - [ **Langfuse to Rendobar** Hosted media processing over REST: transcode, caption, watermark video](https://apiant.ai/connect/langfuse-to-rendobar) - [ **Langfuse to Runpod** Cloud GPU platform for renting on-demand compute to train and deploy AI models, including serverless...](https://apiant.ai/connect/langfuse-to-runpod) ## More into Markup AI - [ **HubSpot to Markup AI** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-markup-ai) - [ **Salesforce to Markup AI** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-markup-ai) - [ **Slack to Markup AI** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-markup-ai) - [ **Google Sheets to Markup AI** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-markup-ai) - [ **Gmail to Markup AI** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-markup-ai) - [ **Google Calendar to Markup AI** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-markup-ai) Questions ## Langfuse and Markup 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 Markup AI when something happens in Langfuse? Any of Markup AI's 22 actions, including Update domain, Update term, Update term set and Add domain. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Markup AI to Langfuse? Markup AI has no triggers in the catalog today, so automations start in Langfuse. If you need the other direction, ask: your agent reads Markup AI's API documentation and adds it. ### ### Do I have to build a connector for Langfuse or Markup 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 Markup 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.