Integration
Connect Doclift PDF and Langfuse
When something happens in Doclift PDF or Langfuse, your agent does the next thing in the other. Describe it 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 Doclift PDF and Langfuse to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiAny 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 Doclift PDF and Langfuse can do together
From Doclift PDF to Langfuse
When New PDF Document Generated in Doclift PDF
then Add Comment in Langfuse
When New PDF Document Generated in Doclift PDF
then Add Dataset in Langfuse
From Langfuse to Doclift PDF
When New Trace in Langfuse
then Add Template in Doclift PDF
When New Trace in Langfuse
then Add Variable in Doclift PDF
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 Doclift PDF and Langfuse
Triggers and actions 2 triggers · 24 actions
Trigger
New PDF Document GeneratedWebhook trigger for Doclift's async document-generation completion callback (POST .../webhooks/doclift, X-Doclift-Signature: sha256=hmac). Delivery URL is configured manually on the external application in the Doclift dashboard — no register/list/delete API exists. Fires once per document_request (all its documents_generations resolved to success/error), payload includes id, tag, type, timestamp, documents_generations[] (generation_status, file{filename,url,size}).
Action
Add Templatecreate a custom (HTML-body) template: title, description, content, orientation, margins, optional variables_attributes. Server forces category=custom.
Action
Add Variablecreate a variable on a custom template: title (unique, naming pattern), description, field_type (text/checkbox/radio/select/collection, default text), seed_value, allowed_values.
Action
Delete Templateremoves a custom template (scope restricted to category=custom, non-archived, same org).
Action
Get Document Requeststatus and documents_generations detail (signed file url, valid 2 hours) for one document request.
Action
Get Templatefull template detail including variables and content (custom templates); works for any published template of the three categories.
Action
List Document Requestslist document generation requests with id, tag, type, status, documents_generations (each with generation_status and file url).
Action
List Templatesreturns published, non-archived templates (custom/fillable_form/workflow) for the organization: id, title, description.
Action
List Variablesall variables of a custom, non-archived template: id, title, description, field_type, allowed_values (no pagination, no seed_value).
Action
Publish Templatemarks a custom template published (usable for document generation).
Action
Unpublish Templatemarks a custom template unpublished.
Action
Update Variableupdate description/field_type/allowed_values/title of a variable; allowed_values replaces the stored array.
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.
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
What our customers say
More from Doclift PDF
Doclift PDF to Dungeons and DragonsThe D&D 5th Edition API (dnd5eapi.co) is a public reference database for the Dungeons and Dragons 5e System...
Doclift PDF to FutureAGIFutureAGI is a platform for evaluating and optimizing AI systems to ensure performance, safety, and...
Doclift PDF to ItsThisForThatItsThisForThat generates random "X for Y" startup ideas — the classic mashup pitch format.
Doclift PDF to HubSpotHubSpot is your all-in-one stop for all of your marketing software needs.
Doclift PDF to SalesforceSalesforce is a leading enterprise customer relationship management (CRM) platform.
Doclift PDF to SlackSlack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...
More into Langfuse
HubSpot to LangfuseHubSpot is your all-in-one stop for all of your marketing software needs.
Salesforce to LangfuseSalesforce is a leading enterprise customer relationship management (CRM) platform.
Slack to LangfuseSlack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...
Google Sheets to LangfuseGoogle Sheets
Gmail to LangfuseGmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...
Google Calendar to LangfuseGoogle Calendar is a time management tool providing scheduling features, event reminders, and integration...
Questions
Doclift PDF and Langfuse, answered
What can start an automation from Doclift PDF?
Any of Doclift PDF's 1 trigger in the catalog, including New PDF Document Generated. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Langfuse when something happens in Doclift PDF?
Any of Langfuse's 13 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 Doclift PDF?
Yes. When something happens in Langfuse, your agent can act in Doclift PDF too. This page covers both directions: Langfuse's triggers and Doclift PDF's actions are listed here as well.
Do I have to build a connector for Doclift PDF 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.
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.