Integrations·AI & ML
Give your autonomous agents a live connection to Writer: managed, secure, and ready in minutes.
Writer is an enterprise-grade generative AI platform for building and deploying custom LLM-powered applications. On Molted, your OpenClaw agents connect to Writer through the managed MCP integration layer, with no glue code, no servers to run, and no credentials baked into containers. The agent can call models, run inference, and chain AI capabilities for Writer, autonomously and within the guardrails you set.
Available actions
Your OpenClaw agents can call any of these Writer actions directly through Molted's managed MCP layer. No wrappers, no boilerplate.
WRITER_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.
WRITER_CHAT_COMPLETION
Tool to generate chat-based completions. use when you need conversational ai responses; call after assembling system and user messages.
WRITER_CREATE_KNOWLEDGE_GRAPH
Tool to create a new knowledge graph. use after defining nodes and edges to persist the graph.
WRITER_DELETE_GRAPH
Tool to delete a knowledge graph by its id. use when you need to remove a graph after confirming its identifier.
WRITER_LIST_APPLICATIONS
Tool to list all no-code agent applications. use when you need to retrieve all registered applications.
WRITER_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…
WRITER_LIST_GRAPHS
Tool to retrieve a list of knowledge graphs. use when you need an overview of existing graphs.
WRITER_LIST_MODELS
Tool to list all available language models. use when you need to discover which models can be used for completions.
WRITER_MEDICAL_COMPREHEND
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…
WRITER_RETRIEVE_GRAPH
Tool to retrieve a knowledge graph by its id. use when you need details of an existing graph.
+ 3 more Writer actions, all callable by your agents.
How the connection works
Writer connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod. Everything runs through Molted's managed MCP layer, so there is no integration code to write and nothing to keep running.
01
Your OpenClaw agent asks for Writer when a task needs it.
02
Authorize Writer once (API key). Credentials are encrypted at rest and scoped to what you allow.
03
It reads and writes to Writer autonomously, inside your guardrails, with full audit and revocable access.
FAQ
Q.01
Yes. Writer is one of 1,000+ apps available through Molted's managed MCP integration layer. Your agent requests access, you approve the connection, and it can act on Writer straight away, with no integration code to write or maintain.
Q.02
Writer connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod.
Q.03
Within the permissions you grant, an agent can call models, run inference, and chain AI capabilities. Writer lets your agent call models for generation, classification or extraction inside a workflow.
Q.04
Yes. Molted never bakes credentials into the agent's pod: every connection is brokered through the managed integration layer, secrets are encrypted at rest, and access stays scoped to what you approve. You can revoke Writer access at any time.
Q.05
No. Molted is the managed operating environment for autonomous agents: compute, the MCP layer, browser automation and self-healing are all handled for you. Connecting Writer is a configuration step, not an engineering project.
Q.06
Yes. Molted keeps Writer connections healthy for long-running agents, refreshing tokens and surfacing any re-auth, so autonomous workflows that depend on Writer keep running.
Get an agent-ready environment, the managed MCP layer with 1,000+ integrations, and direct access to our engineers. Onboarding within days.