Integrations·Tools & Utilities
Ragie + OpenClaw
Give your autonomous agents a live connection to Ragie: managed, secure, and ready in minutes.
Ragie is a fully managed Retrieval-Augmented Generation (RAG) service for developers. On Molted, your OpenClaw agents connect to Ragie through the managed MCP integration layer, with no glue code, no servers to run, and no credentials baked into containers. The agent can automate tasks and connect this tool to the rest of your stack for Ragie, autonomously and within the guardrails you set.
Available actions
31 ready-to-use Ragie actions.
Your OpenClaw agents can call any of these Ragie actions directly through Molted's managed MCP layer. No wrappers, no boilerplate.
RAGIE_CREATE_DOCUMENT
Create Document
Tool to upload and process a document file in Ragie. Use when you need to create a new document with support for various formats including text, images, and…
RAGIE_CREATE_DOCUMENT_FROM_URL
Create Document From URL
Tool to ingest a document from a publicly accessible URL. Use when you need to add documents to Ragie from external sources. The document undergoes processing…
RAGIE_CREATE_DOCUMENT_RAW
Create Document Raw
Tool to ingest a document as raw text or JSON. Use when creating a new document from text or JSON data. The document goes through processing steps and becomes…
RAGIE_CREATE_INSTRUCTION
Create Instruction
Tool to create a new instruction that applies natural language directives to documents as they're ingested or updated. Use when you need to define structured…
RAGIE_CREATE_OAUTH_REDIRECT_URL
Create OAuth Redirect URL
Tool to create an OAuth redirect URL for initializing embedded connector OAuth flows. Use when you need to set up OAuth authentication for connectors like…
RAGIE_CREATE_PARTITION_PARTITIONS_POST
Create Partition
Tool to create a new partition for scoping documents and connections in Ragie. Use when you need to organize documents and set resource limits for different…
RAGIE_DELETE_DOCUMENT
Delete Document
Tool to delete a document from Ragie. Use when you need to remove a document permanently from the system. Supports both synchronous and asynchronous deletion…
RAGIE_DELETE_INSTRUCTION
Delete Instruction
Tool to delete an instruction and all associated entities. Use when you need to permanently remove an instruction (irreversible operation). Requires the…
RAGIE_DELETE_PARTITION
Delete Partition
Tool to delete a partition and all associated data irreversibly. Use when you need to permanently remove a partition. Returns status 200 for synchronous…
RAGIE_GET_DOCUMENT
Get Document
Tool to retrieve a specific document by its unique identifier. Use when you need to get document details, metadata, processing status, or check for errors…
+ 21 more Ragie actions, all callable by your agents.
How the connection works
Connect once. The agent acts.
Ragie 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
The agent requests access
Your OpenClaw agent asks for Ragie when a task needs it.
02
You approve the connection
Authorize Ragie once (API key). Credentials are encrypted at rest and scoped to what you allow.
03
The agent acts
It reads and writes to Ragie autonomously, inside your guardrails, with full audit and revocable access.
FAQ
Ragie on Molted, answered.
Q.01
Can OpenClaw agents use Ragie on Molted?
Yes. Ragie 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 Ragie straight away, with no integration code to write or maintain.
Q.02
How do I connect Ragie to my agent?
Ragie connects with an API key you provide once; it is encrypted at rest and never shipped inside the agent's pod.
Q.03
What can an agent actually do with Ragie?
Within the permissions you grant, an agent can automate tasks and connect this tool to the rest of your stack. With Ragie, your agent can read and write data as one step in a longer autonomous workflow.
Q.04
Is my Ragie data and credentials secure?
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 Ragie access at any time.
Q.05
Do I have to run any infrastructure to use Ragie?
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 Ragie is a configuration step, not an engineering project.
Q.06
Can several agents share one Ragie connection?
Each instance gets its own isolated, scoped Ragie connection by default, so agents stay separated. You decide which agents may reach Ragie and with which permissions.
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