--- title: "Connect Langfuse and Waitwhile - APIANT.ai" description: "When \"New Trace\" fires in Langfuse, your agent runs \"Add customer note\" in Waitwhile, or \"New customer\" in Waitwhile to \"Add Comment\" in Langfuse." canonical: "https://apiant.ai/connect/langfuse-to-waitwhile" --- # Connect Langfuse and Waitwhile When **New Trace** fires in [Langfuse](https://apiant.ai/connections/langfuse), your agent runs **Add customer note** in [Waitwhile](https://apiant.ai/connections/waitwhile), or **New customer** in Waitwhile to **Add Comment** in Langfuse. Describe the whole flow and it is built, tested on every scenario and kept running. Langfuse **1** trigger Langfuse **14** actions Waitwhile **1** trigger Waitwhile **19** 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 Waitwhile 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 and Waitwhile can do together ### From Langfuse to Waitwhile - When **New Trace** in Langfuse then **Add customer note** in Waitwhile - When **New Trace** in Langfuse then **Create Customer** in Waitwhile ### From Waitwhile to Langfuse - When **New customer** in Waitwhile then **Add Comment** in Langfuse - When **New customer** in Waitwhile 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 Waitwhile ## Triggers and actions 2 triggers · 33 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). - Trigger **New customer** Triggered when a new customer is created in Waitwhile. - Action **Add customer note** Adds a note entry to a Waitwhile customer, optionally tied to a location or visit. - Action **Add location** Creates a new Waitwhile location, optionally copying users, resources, services, data fields and labels from an existing location, and returns the new location record. - Action **Add resource** Creates a resource, such as a staff member or room, at one or more Waitwhile locations and returns the new resource. - Action **Add service** Creates a new service in Waitwhile and makes it available at the locations you choose. Returns the service that was created. - Action **Create Customer** Creates a customer in Waitwhile from their name and contact details, and returns the new customer record. - Action **Create or Update a Visit** Creates a new visit at a Waitwhile location, or updates an existing visit when its id is supplied, and returns the resulting visit. - Action **Delete a Visit** Deletes a visit by its ID. - Action **Delete customer** Deletes a Waitwhile customer by ID. - Action **Fetch Customer** Returns one Waitwhile customer by id, including contact details, tags, locations, last visit information and metadata. - Action **Fetch Location** Returns a single Waitwhile location, with its address, hours, contact details and settings, by its id or short name. - Action **Fetch Resource** Returns one Waitwhile resource, such as a staff member or room, with its availability settings, locations and supported services. - Action **Fetch Service** Returns one Waitwhile service with its name, price, duration, availability settings, hours and locations. - Action **Fetch Visit** Returns a single Waitwhile visit by its id, including the customer's details, its state, timing and any custom data fields. - Action **Find User** Returns up to 100 Waitwhile users whose email address starts with the text you provide. - Action **Find visits by criteria** Returns the visits that match the criteria you specify, such as location, state, tag, customer, service, resource or date range. - Action **List booking slots** Returns the booking slots for a location within a date range, with the capacity, booked spots and available spots of each slot. - Action **Search for Customer** Returns the customers whose name, phone, email or customer identifier starts with the search text, optionally narrowed by location, visit state, tag or date range. - Action **Search for User** Returns the Waitwhile users whose email address starts with the text you provide, up to 100 users. - Action **Update customer** Updates an existing Waitwhile customer's name, contact details, tags, locations or metadata, and returns the updated customer. ## 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) - [ **Waitwhile** Waitwhile is a leading waitlist and scheduling service that helps you improve your lines and create a...](https://apiant.ai/connections/waitwhile) 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 Waitwhile - [ **HubSpot to Waitwhile** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-waitwhile) - [ **Salesforce to Waitwhile** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-waitwhile) - [ **Slack to Waitwhile** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-waitwhile) - [ **Google Sheets to Waitwhile** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-waitwhile) - [ **Gmail to Waitwhile** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-waitwhile) - [ **Google Calendar to Waitwhile** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/google-calendar-to-waitwhile) Questions ## Langfuse and Waitwhile, 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 Waitwhile when something happens in Langfuse? Any of Waitwhile's 19 actions, including Create Customer, Create or Update a Visit, Update customer and Add customer note. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Waitwhile to Langfuse? Yes. When something happens in Waitwhile, your agent can act in Langfuse too. This page covers both directions: Waitwhile's triggers and Langfuse's actions are listed here as well. ### ### Do I have to build a connector for Langfuse or Waitwhile? 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 Waitwhile 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.