{"product_id":"optimize-your-work-with-ai-powered-memory-search-tool","title":"Optimize Your Work with AI-Powered Memory Search Tool","description":"\u003ch3\u003eOptimize Your Work with AI-Powered Memory Search Tool\u003c\/h3\u003e\n\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eSearches through the user's Claude-Mem memory using the included CLI tool.\u003c\/li\u003e\n    \u003cli\u003eInitiates a search process when users express the need to \"search memory\", \"check claude-mem\", or similar requests.\u003c\/li\u003e\n    \u003cli\u003eFollows a progressive search method consisting of Index, Timeline, and Transcript passes to efficiently locate relevant information.\u003c\/li\u003e\n    \u003cli\u003eProvides synthesized observations rather than raw search data, aiming to answer user queries in plain language.\u003c\/li\u003e\n    \u003cli\u003eOffers status diagnostics if searches return nothing or encounter errors.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eRetrieving context from previous project discussions or decisions.\u003c\/li\u003e\n    \u003cli\u003eFinding specific past observations, such as error strings or feature names, quickly using broad keyword searches.\u003c\/li\u003e\n    \u003cli\u003eAnswering questions like \"what did we do last session?\" with context gathered from previous interactions across various agents.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilizes the cmem-hook.mjs script for initiating memory searches.\u003c\/li\u003e\n    \u003cli\u003eOperates via a bundled CLI that requires no dependencies other than the configured API key.\u003c\/li\u003e\n    \u003cli\u003eEmploys a progressive search method that transitions from broad index searches to detailed timeline reviews and transcript analyses.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003ethedotmack\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/thedotmack\/claude-mem\" rel=\"nofollow noopener\" target=\"_blank\"\u003ethedotmack\/claude-mem\u003c\/a\u003e) and distributed under \u003cstrong\u003eApache-2.0\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal 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.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52897683636535,"sku":"MCP-THEDOTMACK-CLAUDE-MEM-MEM-SEARCH","price":22.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/ITtYU-2d7zq4ZAMK3LCRx_83f1f5da04b04624998a7cd2773ac93c.jpg?v=1787735519","url":"https:\/\/mcpcart.com\/products\/optimize-your-work-with-ai-powered-memory-search-tool","provider":"SPF PRO","version":"1.0","type":"link"}