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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
Analyze codebases and generate AGENTS.md files for AI coding agents.
Provide AI coding agents a persistent, queryable local model of repositories.
Offline code retrieval and structural analysis tools for AI agents with fewer tokens.
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.