Optimize Your Work with AI-Powered Memory Search Tool

Optimize Your Work with AI-Powered Memory Search Tool

This AI agent skill enables users to conduct searches on their Claude-Mem (cmem.ai) memory. It is designed to access prior-session context about projects, decisions, files, or tasks by searching timestamped observations synthesized from past sessions across various AI agents like Claude Code, Cursor, and Codex.

What this skill does

• Searches through the user's Claude-Mem memory using the included CLI tool.
• Initiates a search process when users express the need to "search memory", "check claude-mem", or similar requests.
• Follows a progressive search method consisting of Index, Timeline, and Transcript passes to efficiently locate relevant information.
• Provides synthesized observations rather than raw search data, aiming to answer user queries in plain language.
• Offers status diagnostics if searches return nothing or encounter errors.

Who it is for

This skill is suited for developers and teams that utilize AI coding agents, such as Claude Code, Cursor, and Codex, and require efficient access to past session data for ongoing projects and tasks.

Use cases

• Retrieving context from previous project discussions or decisions.
• Finding specific past observations, such as error strings or feature names, quickly using broad keyword searches.
• Answering questions like "what did we do last session?" with context gathered from previous interactions across various agents.

Technical details

• Utilizes the cmem-hook.mjs script for initiating memory searches.
• Operates via a bundled CLI that requires no dependencies other than the configured API key.
• Employs a progressive search method that transitions from broad index searches to detailed timeline reviews and transcript analyses.

Source & Licence

This package is built on open-source work published by thedotmack (thedotmack/claude-mem) and distributed under Apache-2.0. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted under the Apache License 2.0, which also includes an express patent grant. Attribution and any NOTICE file must be retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.