Dify
for LuumenAI
Inspect Dify workflow runs, then trigger the published workflow on approval
Connect a published Dify Workflow app and Luumen can read its configuration, list recent runs, and pull the inputs, outputs, and error detail for any single run. When you need the workflow to actually execute, Luumen previews the inputs it would send and asks before running it. Authentication is by API key.
The Dify toolbox
4 tools: 3 read, 1 write. Reads answer instantly. Writes require approval by default. Everything is logged.
- ReadGet Workflow App ConfigurationReturn the connected Workflow app's identity, declared input form and upload limits, tool icons, and hosted-site settings.
- ReadGet Workflow RunReturn one workflow run's status, inputs, arbitrary outputs, error, and execution metrics by run ID.
- ReadList Workflow RunsReturn one page of run summaries for the connected Workflow app, with filters and a continuation cursor for older or additional runs.
- WriteRun WorkflowRun the connected app's latest published workflow in blocking mode and return its app-defined outputs. Approval by default
One prompt, start to finish
What a governed Dify run looks like inside Luumen.
Questions
Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.
This connection exposes write actions such as run workflow. For connected tools, admins configure which actions may run automatically and which require approval, within the access granted to the user. Review the configured approval policy before enabling write access.
You decide. Actions are granted per agent, skill, and team, and per environment — production is not staging. Read access can be broad while writes stay narrow.
Every call to Dify — read or write, approved or declined — is recorded with the actor, the input, and the result, and can be linked to the ticket or change record.
Often connected alongside
All integrations
Adobe Marketing Agent MCPAdobe Experience Platform context, sandbox switches, and async task status
AffindaRead parsed documents, collections, and annotations — change them with approval
Agent MailGive the agent its own mailbox for reading threads and sending updates
AI/ML APIInspect assistants, threads, and runs — and change them as approved stepsPut Dify to work with Luumen
Connect in minutes. Every action scoped, approved, and audited from day one.