How does mgrep differ from traditional grep?

While traditional grep looks for exact string matches or regex patterns, mgrep uses semantic search to find code based on meaning and intent, even if the exact words don't match your query.

Do I need to manually index my code before searching?

Yes, you should start the watcher using the provided command to index the repository. This ensures that the semantic search results stay synchronized with your latest file changes.

When should I use the mgrep skill instead of ripgrep?

Use mgrep for exploring unfamiliar codebases, finding conceptual implementations, or searching large projects (30+ files). Use ripgrep for exact symbol matches or regex refactoring.

Does mgrep respect my project's .gitignore file?

Yes, mgrep automatically respects .gitignore patterns and also supports a custom .mgrepignore file for additional exclusions specific to semantic indexing.

Semantic Code Search with mgrep

Name: Semantic Code Search with mgrep
Author: Ven0m0

byVen0m0

0•

开发者工具

Enables natural language, concept-based searching across complex codebases using semantic vector indexing.

The mgrep Code Search skill integrates advanced semantic search capabilities into Claude, allowing developers to query codebases using natural language instead of literal strings or regex. It is particularly effective for onboarding into new repositories, locating specific feature implementations in large projects with over 30 files, and understanding the architecture of a system without needing prior knowledge of specific function names or signatures. By leveraging mixedbread's mgrep tool, it provides AI-synthesized answers and relevance-optimized results that traditional grep or ripgrep might miss.

主要功能

01Automated indexing and synchronization with a background watcher

02Automatic integration with .gitignore and custom exclusion patterns

030 GitHub stars

04AI-powered synthesis to generate direct answers from search results

05Natural language semantic queries across code, text, and documentation

06Intelligent reranking for high-relevance code matching

使用场景

01Finding patterns or intent-based code snippets that traditional grep misses

02Exploring and onboarding into large, unfamiliar codebases quickly

03Locating the implementation of specific business logic or concepts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ven0m0/claude-config mgrep-code-search

For use in Claude.ai and ChatGPT

主要功能

01Automated indexing and synchronization with a background watcher

02Automatic integration with .gitignore and custom exclusion patterns

030 GitHub stars

04AI-powered synthesis to generate direct answers from search results

05Natural language semantic queries across code, text, and documentation

06Intelligent reranking for high-relevance code matching

使用场景

01Finding patterns or intent-based code snippets that traditional grep misses

02Exploring and onboarding into large, unfamiliar codebases quickly

03Locating the implementation of specific business logic or concepts

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ven0m0/claude-config mgrep-code-search

For use in Claude.ai and ChatGPT