Sverklo

Sverklo functions as a local-first MCP server, specifically designed to augment AI coding assistants like Claude Code, Cursor, and Windsurf. It provides these intelligent tools with crucial code context, including a symbol graph, hybrid search capabilities, and diff-aware pull request review features. This setup is ideal for developers and teams who prioritize code privacy and security, as it keeps all proprietary code local and off external cloud services. A core benefit of Sverklo is its commitment to data privacy; it operates entirely without sending your codebase to anyone's cloud. The server is MIT licensed, stores all its data in a single SQLite file, and supports over 20 tools via the MCP protocol. Its local-first design ensures that sensitive projects remain within your control, preventing unintended data exposure. Developers gain the advanced capabilities of AI coding assistance, such as intelligent code completion, accurate code navigation, and precise PR feedback, while maintaining complete ownership and security over their codebase. Sverklo offers a powerful, private, and self-hosted solution for integrating AI assistance directly into your development workflow.

Privacy-focused developers use Sverklo to give AI coding assistants a local symbol graph, hybrid search, and PR review without uploading their codebase to the cloud.