How do I connect Writer to Operator?

You authorize Writer once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Writer without you signing in again.

Can my agent run Writer as part of a larger task?

Yes. It can call Writer mid task, hand it the input, and use what comes back in the next step. So a job that involves generating, classifying, or analyzing something can route through Writer without you stitching the calls together yourself.

Do I need to write code or manage Writer API keys?

No code and no API keys. You authorize Writer through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.

Can my agent use Writer together with my other apps?

Yes. The same agent reaches every app you connect, so it can move between Writer and tools like Datarobot, Chatbotkit, Griptape in one job, reading from one and acting in another without you wiring anything between them.

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Connect Writer to OpenClaw on Operator.io

Writer is an enterprise-grade generative AI platform for building and deploying custom LLM-powered applications. Get reliable content generation, advanced RAG, and built-in AI guardrails for secure, compliant workflows.

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Automate Writer with AI

On Operator, an OpenClaw agent pilots Writer for you. It reads your message, plans the steps, and runs them in Writer, using actions like add file to knowledge graph, analyze images, ask question to knowledge graph.

Your agent reaches Writer directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.

What your agent can do with Writer

Your agent can call any of these Writer actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.

Add File to Knowledge Graph

Tool to add a file to a knowledge graph for indexing and retrieval. Use when you need to add an uploaded file to an existing knowledge graph for RAG applications.

Analyze Images

Tool to analyze images using Writer's vision capabilities. Use when you need image understanding, text extraction from images, or visual question answering. Images must be uploaded via POST /v1/files before analysis.

Ask Question to Knowledge Graph

Tool to send a question to the knowledge graph and retrieve the answer. Use after defining your question and optional context.

Chat Completion

Tool to generate chat-based completions. Use when you need conversational AI responses; call after assembling system and user messages.

Create Knowledge Graph

Tool to create a new knowledge graph. Use when you need to create an empty graph that files can be added to.

Delete File

Tool to delete a file by its ID. Use when you need to permanently remove a file from Writer with no recovery option available.

Delete Graph

Tool to delete a knowledge graph by its ID. Use when you need to remove a graph after confirming its identifier.

Detect AI Content

Tool to detect whether content was generated by AI. Returns a classification label and confidence score indicating the likelihood of AI-generated content. Use when you need to verify content authenticity or identify AI-written text.

Download File

Tool to download the binary content of a file. Use when you need to retrieve file data from the Writer platform. The response contains the file in its original format.

Get File

Tool to retrieve detailed information about a specific file by its ID. Use when you need to check a file's metadata, processing status, or associated knowledge graphs.

List Applications

Tool to list all no-code agent applications. Use when you need to retrieve all registered applications.

List Files

Tool to list all uploaded files. Use when you need to retrieve a paginated set of user files, optionally filtered by status, graph, or type. Use after uploading files to inspect available files.

List Knowledge Graphs

Tool to retrieve a list of knowledge graphs. Use when you need an overview of existing graphs.

List Models

Tool to list all available language models. Use when you need to discover which models can be used for completions.

Medical Text Comprehension

Tool to extract medical entities and concepts from unstructured clinical text. Use when you need to label medical text with standardized codes such as SNOMED CT.

Parse PDF

Tool to parse and extract text content from a previously uploaded PDF file. Use when you need to convert PDF documents to text or markdown format for further processing.

Remove File From Graph

Tool to remove a file from a Knowledge Graph. Use when you need to unlink a specific file from a graph by providing both graph and file identifiers.

Retrieve Knowledge Graph

Tool to retrieve a knowledge graph by its ID. Use when you need details of an existing graph.

Text Generation

Tool to generate text based on a given prompt. Use when you need model-driven completions after crafting a prompt.

Translate Text

Tool to translate text from one language to another with support for formality, length control, and profanity masking. Use when you need to convert text between different languages.

Update Knowledge Graph

Tool to update an existing knowledge graph. Use after confirming the graph_id. Specify at least one of name or description to modify.

Upload File

Tool to upload a file to Writer. Use when you need to add files for Knowledge Graphs, PDF parsing, or other file-based operations. Files can be associated with Knowledge Graphs for RAG applications.

Web Search

Tool to perform a web search. Use when you need relevant web page results for a given query.

How to connect Writer

You authorize Writer once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Writer without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.

When you are ready, the get started guide walks through standing up your OpenClaw agent.

Common questions about Writer

How do I connect Writer to Operator?: You authorize Writer once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Writer without you signing in again.
Can my agent run Writer as part of a larger task?: Yes. It can call Writer mid task, hand it the input, and use what comes back in the next step. So a job that involves generating, classifying, or analyzing something can route through Writer without you stitching the calls together yourself.
Do I need to write code or manage Writer API keys?: No code and no API keys. You authorize Writer through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.
Can my agent use Writer together with my other apps?: Yes. The same agent reaches every app you connect, so it can move between Writer and tools like Datarobot, Chatbotkit, Griptape in one job, reading from one and acting in another without you wiring anything between them.

More apps to automate

Apps your agent runs alongside Writer, or browse all integrations.

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