sift-releases, developed by Deths74r, provides a persistent memory server that extends Claude Code's session context across terminal interactions. The tool stores developer preferences, coding patterns, and multi-step plans so Claude Code can retrieve project-specific information between sessions. It offers searchable memory with boolean-capable full-text queries and commands for precise file edits and patches. Targeted at engineers using the Claude Code CLI, the app reduces repetitive re-instruction and keeps developer data local.

Sift restores continuity across Claude Code terminal sessions

The tool functions as an MCP server that Claude Code queries to store and retrieve state that persists beyond single sessions. It serves as a long-term storage layer for project constraints, coding style notes, and multi-step plans so the assistant can reference prior decisions without repeated setup. This positions Sift between a developer's local repository and the CLI assistant, prioritizing continuity of context over ephemeral prompts.

Searchable memory and file patching create verifiable history

Sift indexes entries for full-text and boolean queries, making prior instructions and lessons straightforward to locate. It also exposes commands for precise file edits and patch application so changes remain accountable and reviewable. Early adopters note immediate utility from combined search and edit flows. Typical outputs include:

• Full-text memory index with boolean search
• Commands to apply patches and targeted file edits

Local-first MCP design suits developer control but needs Node.js setup

Sift installs via NPM and runs on macOS, Linux, and Windows where Node.js is available, and it requires a Claude Code CLI in an MCP-compatible environment. The interactive installer reduces setup friction, while manual installation remains an option. The developer frames the architecture as local-first so stored data stays under user control. As an alpha release, the project is in active development and interfaces can change.

Practical for developers who accept ongoing development and review workflows

Sift is a practical choice for developers seeking continuity in AI-assisted coding within evolving toolchains; its alpha status means expect iterative changes and active development. Apply generated edits as reviewable suggestions, keep rigorous version control, and use the searchable history for audits. With those practices in place, the tool integrates into development workflows while it matures.