{"product_id":"sgrep-ai-powered-semantic-code-conversation-search-tool","title":"Sgrep: AI-Powered Semantic Code \u0026 Conversation Search Tool","description":"\u003ch3\u003eSgrep: AI-Powered Semantic Code \u0026amp; Conversation Search Tool\u003c\/h3\u003e\n\n\u003cp\u003e\nThe Sgrep tool provides AI-powered semantic and hybrid search capabilities for both code and agent conversations. Designed for developers exploring unfamiliar codebases or recalling past interactions with coding agents, Sgrep understands search intent rather than relying solely on exact string matches.\n\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEnables semantic search for code by concepts such as \"error handling\" or \"authentication logic.\"\u003c\/li\u003e\n  \u003cli\u003eSupports hybrid search for greater accuracy by using semantic context — leverage `--hybrid` and `--colbert` flags for enhanced results.\u003c\/li\u003e\n  \u003cli\u003eIndexes coding environments to allow efficient exploration of complex and unfamiliar codebases.\u003c\/li\u003e\n  \u003cli\u003eRetrieves past discussions with coding agents like Claude Code, Codex CLI, Cursor, and other platforms.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers working with AI coding agents who need to swiftly navigate large codebases.\u003c\/li\u003e\n  \u003cli\u003eTeams looking to improve their efficiency in recalling previous interactions and solutions discussed with AI agents.\u003c\/li\u003e\n  \u003cli\u003eSoftware engineers requiring a more intuitive way to search for both specific and conceptual code elements.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eEfficiently explore and understand unfamiliar code environments using semantic searches.\u003c\/li\u003e\n  \u003cli\u003eIdentify and retrieve critical portions of code based on concepts rather than specific syntax.\u003c\/li\u003e\n  \u003cli\u003eQuickly access previously held conversations with AI agents to inform current problem-solving tasks.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eInitial setup requires running `sgrep setup`; optional reranking can be configured.\u003c\/li\u003e\n  \u003cli\u003eIndex current directories with compact TQ-MSE chunk\/file vectors or use specific segment codecs like ColBERT.\u003c\/li\u003e\n  \u003cli\u003eSupports legacy systems with the persistence of full SQL vectors for backward compatibility.\u003c\/li\u003e\n  \u003cli\u003eWorks seamlessly with agent platforms such as Claude Code, Codex CLI, Cursor, and others for conversation searches.\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\u003eXiaoConstantine\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/XiaoConstantine\/sgrep\" rel=\"nofollow noopener\" target=\"_blank\"\u003eXiaoConstantine\/sgrep\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":52786247794999,"sku":"MCP-XIAOCONSTANTINE-SGREP-SGREP","price":11.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/6XiNsd6AaGPN8x4AswT1U_7aec3fc8a9c64f9c83a87362a28d024e.jpg?v=1785838118","url":"https:\/\/mcpcart.com\/products\/sgrep-ai-powered-semantic-code-conversation-search-tool","provider":"SPF PRO","version":"1.0","type":"link"}