Cloudera AI Agent Studio MCP Server
@jasonmeverett
About Cloudera AI Agent Studio MCP Server
MCP Server for driving Cloudera AI's Agent Studio
Basic information
Config
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"agent-studio": {
"command": "uv",
"args": [
"--directory",
"/path/to/cloudera-ai-agent-studio-mcp",
"run",
"serve.py"
],
"env": {
"CDSW_APIV2_KEY": "YOUR-TOKEN-HERE",
"AGENT_STUDIO_DOMAIN": "https://your-studio.CDSW_DOMAIN.cldr.work"
}
}
}
}Tools
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Overview
What is Cloudera AI Agent Studio MCP Server?
Cloudera AI Agent Studio MCP Server is a lightweight Model Context Protocol (MCP) bridge that exposes an Agent Studio instance as callable tools. It lets Claude or any MCP-aware client list, inspect, and build Agent Studio workflows on the fly.
How to use Cloudera AI Agent Studio MCP Server?
Integrate with Claude Desktop by adding an entry to claude_desktop_config.json specifying the uv command, the path to the server directory, and required environment variables (CDSW_APIV2_KEY and AGENT_STUDIO_DOMAIN). Once connected, tools such as list_current_workflows(), get_workflow_information(), create_workflow(), and others become available.
Key features of Cloudera AI Agent Studio MCP Server
- List all workflows with IDs and names
- Fetch full JSON metadata for one workflow
- Create a new blank workflow
- Add a conversational task to a workflow
- Add a manager agent as supervisor
- Add additional agents to expand the crew
Use cases of Cloudera AI Agent Studio MCP Server
- Populate a UI drop-down of existing workflow projects
- Inspect tasks, agents, and process settings of a workflow
- Automate project scaffolding with new blank workflows
- Turn a static workflow into a chat-first experience
- Build hierarchical or delegated workflows with a manager agent
FAQ from Cloudera AI Agent Studio MCP Server
What is the Cloudera AI Agent Studio MCP Server?
It is a lightweight MCP bridge that exposes Agent Studio workflows as callable tools for MCP-aware clients like Claude.
How do I integrate it with Claude Desktop?
Add an entry to your claude_desktop_config.json with the uv command, server directory path, and the environment variables CDSW_APIV2_KEY and AGENT_STUDIO_DOMAIN.
What tools does the server expose?
The server provides six tools: list_current_workflows, get_workflow_information, create_workflow, make_workflow_conversational, add_manager_agent_to_workflow, and add_agent_to_workflow.
What environment variables are required?
You need CDSW_APIV2_KEY for authentication and AGENT_STUDIO_DOMAIN for the studio URL.
Can I use it with MCP clients other than Claude?
Yes, the server works with any MCP-aware client, not just Claude.
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