Sgrep: AI-Powered Semantic Code & Conversation Search Tool

Sgrep: AI-Powered Semantic Code & Conversation Search Tool

The 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.

What this skill does

• Enables semantic search for code by concepts such as "error handling" or "authentication logic."
• Supports hybrid search for greater accuracy by using semantic context — leverage `--hybrid` and `--colbert` flags for enhanced results.
• Indexes coding environments to allow efficient exploration of complex and unfamiliar codebases.
• Retrieves past discussions with coding agents like Claude Code, Codex CLI, Cursor, and other platforms.

Who it is for

• Developers working with AI coding agents who need to swiftly navigate large codebases.
• Teams looking to improve their efficiency in recalling previous interactions and solutions discussed with AI agents.
• Software engineers requiring a more intuitive way to search for both specific and conceptual code elements.

Use cases

• Efficiently explore and understand unfamiliar code environments using semantic searches.
• Identify and retrieve critical portions of code based on concepts rather than specific syntax.
• Quickly access previously held conversations with AI agents to inform current problem-solving tasks.

Technical details

• Initial setup requires running `sgrep setup`; optional reranking can be configured.
• Index current directories with compact TQ-MSE chunk/file vectors or use specific segment codecs like ColBERT.
• Supports legacy systems with the persistence of full SQL vectors for backward compatibility.
• Works seamlessly with agent platforms such as Claude Code, Codex CLI, Cursor, and others for conversation searches.

Source & Licence

This package is built on open-source work published by XiaoConstantine (XiaoConstantine/sgrep) 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.