sverklo/sverklo — Local-first code intelligence — MCP server for Claude Code, Cursor, Windsurf, Zed.

Description and use

sverklo is a lightweight, zero‑configuration MCP (Message Control Protocol) server that provides local‑first code intelligence for tools such as Claude Code, Cursor, Windsurf, and Zed. It builds a symbol graph with git‑pinned memory and blast‑radius analysis, delivering code search that uses up to 43× fewer tokens than a naive grep approach. Released under the MIT license, it targets AI/ML, backend, and developer‑tool workflows.

Problem

sverklo/sverklo helps connect AI assistants to real tools and data through a standard protocol.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• connect AI agents to tools
• ship Model Context Protocol servers
• standardize integrations

Evidence

Local-first code intelligence — MCP server for Claude Code, Cursor, Windsurf, Zed. Symbol graph, blast-radius, git-pinned memory. 43× fewer tokens than naive grep. MIT, zero-config.

Source