--- title: "Connect DocuWriter.ai and Langfuse - APIANT.ai" description: "When \"New Generation\" fires in DocuWriter.ai, your agent runs \"Add Comment\" in Langfuse, or \"New Trace\" in Langfuse to \"Add document\" in DocuWriter.ai." canonical: "https://apiant.ai/connect/docuwriter-ai-to-langfuse" --- # Connect DocuWriter.ai and Langfuse When **New Generation** fires in [DocuWriter.ai](https://apiant.ai/connections/docuwriter-ai), your agent runs **Add Comment** in [Langfuse](https://apiant.ai/connections/langfuse), or **New Trace** in Langfuse to **Add document** in DocuWriter.ai. Describe the whole flow and it is built, tested on every scenario and kept running. DocuWriter.ai **1** trigger DocuWriter.ai **9** actions Langfuse **1** trigger Langfuse **14** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want DocuWriter.ai and Langfuse 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 DocuWriter.ai and Langfuse can do together ### From DocuWriter.ai to Langfuse - When **New Generation** in DocuWriter.ai then **Add Comment** in Langfuse - When **New Generation** in DocuWriter.ai then **Add Dataset Item** in Langfuse ### From Langfuse to DocuWriter.ai - When **New Trace** in Langfuse then **Add document** in DocuWriter.ai - When **New Trace** in Langfuse then **Update document** in DocuWriter.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 DocuWriter.ai and Langfuse ## Triggers and actions 2 triggers · 23 actions - Trigger **New Generation** Triggers when new generation is created. - Action **Add document** Create a new document within a Space. - Action **Add space** Create a new Space to organize documentation. - Action **Delete document** Delete a document within a Space. - Action **Find documents by keyword** Search for documents within a Space by keyword. - Action **Get document** Retrieve a document within a Space by id. - Action **Get generation** Retrieve a single documentation generation by id, including its status and result. - Action **List generations** List the user's documentation generations. - Action **List spaces** List the user's Spaces (collaborative documentation collections). - Action **Update document** Update an existing document within a Space. - 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). ## Each app on its own - [ **DocuWriter.ai** AI-powered service that generates code documentation, tests, and optimizations from your source code files](https://apiant.ai/connections/docuwriter-ai) - [ **Langfuse** Langfuse is an open-source LLM engineering platform (GitHub) that helps teams collaboratively debug...](https://apiant.ai/connections/langfuse) Reviews ## What our customers say ## More from DocuWriter.ai - [ **DocuWriter.ai to Outlook** Outlook is Microsoft's email and calendaring platform integrating contacts and scheduling, enabling users to...](https://apiant.ai/connect/docuwriter-ai-to-outlook) - [ **DocuWriter.ai to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/docuwriter-ai-to-hubspot) - [ **DocuWriter.ai to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/docuwriter-ai-to-salesforce) - [ **DocuWriter.ai to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/docuwriter-ai-to-google-sheets) - [ **DocuWriter.ai to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/docuwriter-ai-to-gmail) - [ **DocuWriter.ai to Google Drive** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/docuwriter-ai-to-google-drive) ## More into Langfuse - [ **Salesforce to Langfuse** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/salesforce-to-langfuse) - [ **Google Drive to Langfuse** Google Drive is a cloud storage solution for uploading, sharing, and collaborating on files across devices...](https://apiant.ai/connect/google-drive-to-langfuse) - [ **HubSpot to Langfuse** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/hubspot-to-langfuse) - [ **Slack to Langfuse** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/slack-to-langfuse) - [ **Google Sheets to Langfuse** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/google-sheets-to-langfuse) - [ **Gmail to Langfuse** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/gmail-to-langfuse) Questions ## DocuWriter.ai and Langfuse, answered ### ### What can start an automation from DocuWriter.ai? Any of DocuWriter.ai's 1 trigger in the catalog, including New Generation. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Langfuse when something happens in DocuWriter.ai? Any of Langfuse's 14 actions, including Add Comment, Add Dataset, Add Dataset Item and Add Prompt. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Langfuse to DocuWriter.ai? Yes. When something happens in Langfuse, your agent can act in DocuWriter.ai too. This page covers both directions: Langfuse's triggers and DocuWriter.ai's actions are listed here as well. ### ### Do I have to build a connector for DocuWriter.ai or Langfuse? 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 DocuWriter.ai and Langfuse 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.