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Documentation MCP Server

The Palette Docs Ask AI MCP server, powered by Kapa, lets AI tools query the Spectro Cloud documentation with natural language and return grounded, source-linked answers. Connect it to any Model Context Protocol (MCP) client and your assistant can look up Palette architecture, deployment modes, features, and product behavior without you copy-pasting from the docs site.

Server Endpoint​

Configure your MCP client to connect to the following HTTP endpoint.

https://spectro-cloud.mcp.kapa.ai

Refer to your MCP client's documentation for the exact steps to register a remote HTTP MCP server.

Authentication​

The Docs Ask AI MCP server requires authentication. When your MCP client connects to the server, you are prompted to sign in with a Google or GitHub account.

Kapa uses authentication to prevent abuse and enforce rate limits. Even though you sign in, your queries are anonymous because they are tied to an internal identifier.

Reduce Context Usage with a Subagent​

Docs Ask AI responses can consume a substantial portion of the primary conversation context because each response includes documentation excerpts alongside the summary. To keep the main context clean, delegate documentation queries to a dedicated subagent that owns access to the Docs Ask AI MCP tool. The subagent runs the MCP tool in an isolated context and returns only its distilled answer to your main session. For example, Claude Code supports this pattern through its subagents feature.