# CodeExplorer (ce) > Make AI coding agents production-safe. AI agents see files, not architecture. CodeExplorer gives your agents and engineers a live cross-service map of every API, queue, and database in VS Code & MCP—plus hard architectural guardrails in CI, powered by a 100% local SQLite OpenCypher graph. ## Get started - Install (NuGet global tool): `dotnet tool install -g codeexplorer.cli` - Install (Homebrew): `brew install vmikhailov/tap/ce` - Index a repository: `ce scan --init` - Query the graph: `ce query "MATCH (p:Project) RETURN p.name"` - Run as an MCP server (stdio): `ce mcp` — see the [MCP server card](https://code-explorer.app/.well-known/mcp/server-card.json) ## Docs - [Ontology (node and edge types)](https://github.com/vmikhailov/code-explorer/blob/main/docs/ontology.md) - [Sample projects](https://github.com/vmikhailov/code-explorer/blob/main/docs/sample-projects.md) - [README](https://github.com/vmikhailov/code-explorer#readme) - [Releases](https://github.com/vmikhailov/code-explorer/releases) ## Distribution - [NuGet: CodeExplorer.Cli](https://www.nuget.org/packages/CodeExplorer.Cli) - [VS Code Marketplace](https://marketplace.visualstudio.com/items?itemName=vmikhailov.code-explorer-vscode) - [Open VSX](https://open-vsx.org/extension/vmikhailov/code-explorer-vscode) ## Optional - [Presentation](https://code-explorer.app/presentation.html)