# octocode > Semantic code searcher and codebase utility - **URL**: https://www.freshcrate.ai/projects/octocode - **Author**: Muvon - **Category**: MCP Servers - **Latest version**: `0.15.0` (2026-05-22) - **License**: Apache-2.0 - **Source**: https://github.com/Muvon/octocode - **Homepage**: https://octomind.run/product/octocode/ - **Language**: Rust - **GitHub**: 327 stars, 33 forks - **Registry**: github - **Tags**: `ai`, `ai-tools`, `cli`, `cli-app`, `code-search`, `developer-tool`, `developer-tools`, `doc-search`, `mcp-server`, `rust` ## Description Semantic code searcher and codebase utility ## Recent releases | Version | Date | Urgency | Changes | | --- | --- | --- | --- | | `0.15.0` | 2026-05-22 | High | ## 🚀 What's Changed ### 📋 Release Summary This release significantly enhances code intelligence through the introduction of hybrid search, weighted reranking, and advanced GraphRAG capabilities for better type and inheritance discovery (0a5b3d13, 1023fb93, 0f88b59e, aef744d6). Users will benefit from improved search precision via smart structural grep, expanded C++20 support, and new dataset import/export functionality (83ffcb66, b186cbe6, a0ffdfd0). General stability and performance hav | | `0.14.1` | 2026-04-23 | High | ## 🚀 What's Changed ### 📋 Release Summary This update enhances overall system stability and performance through significant upgrades to core engine dependencies (9d872d61, 378effe8). Build and deployment processes have also been optimized to ensure faster, more efficient Docker environments (1d6e752a). ### 🔧 Improvements & Optimizations - **build**: optimize CI and Docker build performance `1d6e752a` ### 🔄 Other Changes 2 maintenance, dependency, and tooling updates not l | | `0.14.0` | 2026-04-13 | High | ## 🚀 What's Changed ### 📋 Release Summary This release introduces a unified search architecture alongside powerful AST-based structural code search and rewriting capabilities (1c33c779, 07fbd5f2, 8abed697). Key improvements include branch-aware delta indexing, automatic repository indexing for MCP, and expanded support for high-performance embedding models (7c515998, a9690903, 09558952). System reliability is further enhanced through strict structured LLM outputs and optimized batch proc | | `0.13.0` | 2026-04-04 | Medium | ## 🚀 What's Changed ### 📋 Release Summary This update overhauls commit search with advanced filtering and introduces new CLI commands for diffing, explaining, and codebase statistics (35017166, 8273af18, 62a79992, b09059bc, ede5c6a8). AI-powered indexing is significantly enhanced with contextual chunking, quantization support, and new embedding providers to improve retrieval accuracy and reliability (4ae6b516, 0a822970, 2f408409, 31c47638, db73bad1, 91490c54). System stability and integr | | `0.12.2` | 2026-03-22 | Low | ## 🚀 What's Changed ## 📋 Release Summary This release improves indexing reliability and overall system performance. Enhanced metadata handling ensures more consistent code analysis results, while dependency updates provide better stability and compatibility. ### 🔧 Improvements & Optimizations - **indexer**: atomic metadata storage after batch `d35ebfb2` ### 🔄 Other Changes - **deps**: bump octolib to 0.11.0 and update related dependencies `61fb0cd7` - **deps**: bump depe | | `0.12.1` | 2026-03-15 | Low | ## 🚀 What's Changed ### 📋 Release Summary This release fixes a search issue where queries could return no results when matching zero-vector embeddings. ### 🐛 Bug Fixes & Stability - **graphrag**: resolve zero-vector search returning empty results `72ebbc7e` ### 📊 Release Summary **Total commits**: 1 across 1 categories 🐛 **1** bug fix - *Improved stability* ## 📦 Installation ### Quick Install Script (Universal) ```bash curl -fsSL https://raw.githubusercontent.c | | `0.12.0` | 2026-03-15 | Low | ## 🚀 What's Changed ### 📋 Release Summary This release adds Python project support and introduces hybrid vector-keyword search with reranking for more accurate code discovery. The Model Context Protocol server now offers richer configuration and graceful handling outside Git repositories. Multiple fixes improve import resolution across Go, Java, and PHP, while dependency upgrades and indexing refinements boost overall performance and stability. ### ✨ New Features & Enhancements - | | `0.11.0` | 2026-02-15 | Low | ## 🚀 What's Changed ### 📋 Release Summary This release adds new AI providers for enhanced code analysis capabilities and delivers significant performance improvements through optimized graph traversal and query processing. Multiple bug fixes enhance system stability, improve text chunking accuracy, and ensure reliable metadata handling across the codebase. ### ✨ New Features & Enhancements - **octolib**: add zai and minmax providers `fbe220a9` ### 🔧 Improvements & Optimizatio | | `0.10.0` | 2025-09-14 | Low | ## 🚀 What's Changed ### 📋 Release Summary This release adds Java language support and enhances tokenization for improved semantic search (eae4107f, 4f463f07). Several bug fixes improve system stability, including better metadata handling, dependency updates, and LSP initialization (1574ac91, 48978d2a, 76e1410e, 11fb216b). Documentation and configuration guidance have also been updated for clearer usage and setup. ### ✨ New Features & Enhancements - **indexer**: add Java language | | `0.9.1` | 2025-08-14 | Low | ## 🚀 What's Changed ### 📋 Release Summary This release includes several bug fixes that enhance code indexing accuracy and stability, such as improved parsing of export statements, serialized indexing to prevent conflicts, refined method-level indexing for PHP, and better handling of code fences in markdown files (bd5bc26e, ae71a02e, 19acf3d4, 9df2c44d). Additionally, the initial release process now correctly uses the current version without requiring a manual bump (693e2fd7). ### 🐛 | ## Citation - HTML: https://www.freshcrate.ai/projects/octocode - Markdown: https://www.freshcrate.ai/projects/octocode.md - Dependencies JSON: https://www.freshcrate.ai/api/projects/octocode/deps _Generated by freshcrate.ai. Indexes github releases for AI-agent ecosystem packages._