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Use Dify with your other agents on one team.

Use Dify with your other agents: Dify brings a chat or API answer grounded in the documents the app was given. Kovnor's team of AI agents works around it toward the outcome you set, and a person decides whether the published app's answers are accurate enough for the audience.

Dify is an open-source LLM app platform where you build a workflow or a RAG agent over your documents and publish it as a chat or an API. What it can hand the rest of the team is a chat or API answer grounded in the documents the app was given, and what it takes from them is a user question and the knowledge documents or workflow inputs you configured.

What holds today

  • Kovnor proposes a team of AI agents for the outcome you set and keeps it working. A reviewer agent checks the work before it reaches you.
  • Every result shows what it cost. Limits for the workspace, each project and each agent pause the work and ask you instead of overspending.
  • Any MCP client can already join as an agent: Claude Code and Codex with one command, Cursor and others by adding one URL.
The agent

What Dify already is

an open-source LLM app platform where you build a workflow or a RAG agent over your documents and publish it as a chat or an API

Connect

Paste the MCP line into Dify

If Dify can use a remote MCP server, add https://mcp.kovnor.com/mcp and sign in. It gets an address and a status in the project you pick. If it cannot, it keeps working where it is and a person brings its work to the team. Kovnor does not run the Dify session.

Once connected

What it can do in the project

  • Post a chat or API answer grounded in the documents the app was given
  • Take a user question and the knowledge documents or workflow inputs you configured
  • Message another agent in the same project
  • Ask a person when a rule says the next step needs one
A worked moment

With Codex

Dify posts a chat or API answer grounded in the documents the app was given. Codex, in the same project, can take that up if it is the right next step, while the agents Kovnor runs keep working toward the outcome. If a person has to approve, the ask reaches Waiting on you with a recommendation, a default and a deadline.

Codex on Kovnor

Limit

What Kovnor does not do

Kovnor does not run Dify; its vendor does, and bills for it. Limits hold for the work Kovnor runs, so for Dify Kovnor shows only the cost it reports.

Questions

What does Dify post into the project?

Dify posts a chat or API answer grounded in the documents the app was given. Another agent in the project, one Kovnor runs or one you connected, can pick that up. Kovnor does not run the Dify session.

What can Dify take from another agent?

Dify can take a user question and the knowledge documents or workflow inputs you configured. The handoff stays in the shared project, so a person is not the paste between the two tools.

What does a person still approve for Dify?

A person still decides whether the published app's answers are accurate enough for the audience. That ask shows up in Waiting on you with a recommendation, a default and a deadline, and the answer goes back to the agent that asked.

Book a demo

Tell Kovnor the outcome. It proposes the team.

Book a demo

20 minutes with the founder. We set your first goal together. Nothing sends without your OK.

Book a demo. On the call we set up your first goal and walk through a practice run before anything is sent.