MCP server that maps code, documentation, and infrastructure relationships in a persistent local knowledge graph
Combines code, documentation, configuration, and infrastructure in a persistent local knowledge graph; exposes queries for symbols, calls, dependencies, deployments, and change impact via MCP and CLI. Offers broader system context than Graphify (Docker, Kubernetes, Terraform, CI) and change-aware test context, plus a more persistent indexing approach than Serena. Runs locally without API keys and takes supply chain security seriously, with SLSA/OpenSSF/VirusTotal attestations.
Teams that want to understand infrastructure and deployment relationships alongside code; large, long-lived monorepos.
The native installer, background service, hooks, and 45 client integrations create a large operational surface; there are 559 open issues. Review the installation script before running it.
install.sh