Guides

Agents & MCP

Give an agent the same control as the API through the Spark MCP server.

Overview

The Spark MCP server gives an agent the same control as the API. An agent can create buckets, write objects, search, and run agentic queries. It reads the API key from the environment and never prints it.

Connect an agent

Add the Spark MCP server to your agent's configuration.

mcp.json

{
  "mcpServers": {
    "spark": {
      "url": "https://mcp.spark.graphon.ai",
      "headers": { "Authorization": "Bearer ${SPARK_API_KEY}" }
    }
  }
}

Prototype page

The prototype shows where the MCP guide lives. The full tool catalog and setup steps land with the beta.
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