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Give AI coding agents code understanding, retrieval, and contextual analysis capabilities.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "com.shiftinbits/constellation" MCP server from askskill: Run: claude mcp add 'com-shiftinbits-constellation' -- npx -y @constellationdev/mcp
Understand, navigate, and modify complex codebases with semantic search and dependency insights.
Helps AI coding agents explore large codebases, trace calls, and assess impact.
Help AI coding agents understand codebase structure, history, docs, and health.
Search code quickly and accurately while using far fewer tokens.
Use an auditable lightweight code agent for coding, planning, search, and debugging.
Coordinate multiple AI agents in one Git repo and prevent conflicts early.