Gives Claude and other AI coding assistants structural awareness of your codebase without sending actual source code. You run the Constellation CLI locally to parse and upload metadata about functions, classes, imports, and their relationships to a knowledge graph service. The MCP server then lets your AI assistant query that graph to understand code structure, trace dependencies, and navigate relationships across files and branches. Useful when you want your AI to reason about large codebases intelligently but don't want to paste entire files into context or expose proprietary code. Requires a Constellation account and API key. The CLI handles analysis, the MCP handles queries.
claude mcp add --transport stdio com.shiftinbits-constellation uvx constellation