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LICENSE IN LICENSE","homepage":"https://github.com/nullmastermind/vibervn-context-engine#readme","repository":{"url":"git+https://github.com/nullmastermind/vibervn-context-engine.git","type":"git"},"description":"Local semantic code context engine — indexes large repos and serves a codebase-retrieval MCP tool","maintainers":[{"name":"dccxx","email":"dccxxcxix@gmail.com"}],"readme":"# vibervn-context-engine\n\n**English** · [Tiếng Việt](https://github.com/nullmastermind/vibervn-context-engine/blob/master/README-vi.md) · [中文](https://github.com/nullmastermind/vibervn-context-engine/blob/master/README-zh.md)\n\n![Web UI](https://raw.githubusercontent.com/nullmastermind/vibervn-context-engine/master/screenshot.png)\n\n## Install & Run\n\nRun the latest release directly with npx — no manual download, the correct\nprebuilt binary for your platform is fetched automatically. The `@latest`\ntag forces npx to fetch the newest published version instead of reusing a\nstale cached one:\n\n```bash\nnpx vibervn-context-engine@latest\n```\n\nThis boots the HTTP server on port 6699 (web UI at http://127.0.0.1:6699,\nMCP endpoint at `/mcp`). Any CLI flags are forwarded to the binary:\n\n```bash\nnpx vibervn-context-engine@latest --port 8080 --bind 0.0.0.0\n```\n\nOr install it globally to get a persistent `vibervn-context-engine` command:\n\n```bash\nnpm install -g vibervn-context-engine@latest\nvibervn-context-engine --port 6699\n```\n\nSupported platforms: Linux x64/arm64, macOS arm64, Windows x64.\n\n## Features\n\n| Feature | Description |\n|---------|-------------|\n| Semantic code search | Finds code by meaning via embeddings, not literal text matching |\n| Multi-language parsing | Tree-sitter symbol extraction for 22 languages (see table below) |\n| Call-graph expansion | Resolves caller/callee edges and BFS-expands matched symbols at query time |\n| Import-path resolution | Traces imports to actual files for TS/JS, Python, Go, and Rust — resolves cross-module calls that name matching misses |\n| Framework-aware resolution | Detects React, Express, Django, Spring, Go Gin and produces routing/DI/rendering edges automatically |\n| Generated-file detection | Downranks protobuf stubs, gRPC scaffolding, mocks, and codegen outputs so hand-written code surfaces first |\n| Field-qualified search | Filter results with `kind:function`, `lang:rust`, `path:src/api`, `name:Handler` prefixes in queries |\n| Enriched caller/callee output | MCP results show symbol names `[callers: fn_a, fn_b +N more]` instead of bare counts |\n| Incremental indexing | Re-indexes only changed files (mtime + watcher), crash-safe via per-file commit markers |\n| Real-time file watching | `notify` (debounced) triggers re-index automatically on file changes |\n| Voyage AI embeddings | HTTP embedding client with an on-disk cache to avoid redundant API calls |\n| LLM reranking | Reorders candidate chunks with an LLM (OpenAI / Google); optional, can be disabled |\n| Embedded SurrealDB | Stores chunks, symbols, and edges; one datastore per repo |\n| HTTP API + Web UI | Settings management, index explorer, and a query test console |\n| MCP server | Exposes `codebase-retrieval` and `file-retrieval` tools over streamable HTTP |\n| SSE progress stream | Streams live indexing progress events to the UI |\n| Large-repo scaling | Bounded memory and no O(n²) paths — built for Linux/Chromium-scale codebases |\n\n## Supported Languages\n\nTree-sitter symbol extraction (functions, classes, methods, and call edges) is\nimplemented per language. File extensions are mapped in `detect_language`\n(`src/parsing/mod.rs`).\n\n| Language | Extensions | Grammar |\n|----------|------------|---------|\n| Python | `.py` | `tree-sitter-python` |\n| JavaScript | `.js`, `.jsx`, `.mjs`, `.cjs` | `tree-sitter-javascript` |\n| TypeScript | `.ts` | `tree-sitter-typescript` |\n| TSX | `.tsx` | `tree-sitter-javascript` |\n| Rust | `.rs` | `tree-sitter-rust` |\n| Go | `.go` | `tree-sitter-go` |\n| Java | `.java` | `tree-sitter-java` |\n| C | `.c` | `tree-sitter-c` |\n| C++ | `.cpp`, `.cc`, `.cxx`, `.h`, `.hpp`, `.hxx`, `.hh` | `tree-sitter-cpp` |\n| C# | `.cs` | `tree-sitter-c-sharp` |\n| PHP | `.php` | `tree-sitter-php` |\n| Ruby | `.rb` | `tree-sitter-ruby` |\n| Objective-C | `.m`, `.mm` | `tree-sitter-objc` |\n| Swift | `.swift` | `tree-sitter-swift` |\n| Kotlin | `.kt`, `.kts` | `tree-sitter-kotlin` |\n| Dart | `.dart` | `tree-sitter-dart` |\n| Lua | `.lua` | `tree-sitter-lua` |\n| Luau | `.luau` | `tree-sitter-luau` |\n| Svelte | `.svelte` | `tree-sitter-javascript` (script block) |\n| Pascal | `.pas`, `.pp`, `.dpr`, `.lpr`, `.dpk` | `tree-sitter-pascal` |\n| Liquid | `.liquid` | `tree-sitter-liquid` |\n\nFiles with any other extension are chunked and embedded for semantic search,\nbut no symbols or call edges are extracted from them.\n\n## How It Works\n\n```mermaid\nflowchart TD\n    Boot([Server boot]) --> Engine[IndexEngine starts]\n    Engine --> Watchers[Spawn per-repo file watchers]\n    Engine --> LoadVec[Load vector index from SurrealDB]\n\n    Watchers -->|file change / manual / MCP| Trigger[Index trigger]\n    Trigger --> Detect[Walk repo + detect changed files]\n    Detect --> Parse[Parse: tree-sitter symbols, chunks, raw edges]\n    Parse --> FW[Framework extraction: React/Express/Django/Spring/Gin]\n    FW --> Embed[Embed chunks: Voyage AI + on-disk cache]\n    Embed --> Store[Store chunks/symbols in SurrealDB]\n    Store --> Phase2[Phase 2: resolve edges — import resolution + name matching]\n    Phase2 --> VecIndex[(In-memory vector index)]\n    LoadVec --> VecIndex\n\n    subgraph Clients\n        WebUI[Web UI]\n        MCP[MCP tools: codebase-retrieval, file-retrieval]\n    end\n\n    Clients --> QF[Parse field filters: kind:/lang:/path:/name:]\n    QF --> Q1[Embed remaining query text]\n    Q1 --> Q2[Vector search: top-k cosine]\n    Q2 -.reads.-> VecIndex\n    Q2 --> Q3[Apply filters + downrank generated files]\n    Q3 --> Q4[Graph expand: BFS callers/callees]\n    Q4 --> Q5[Merge + dedup adjacent ranges]\n    Q5 --> Q6[LLM rerank]\n    Q6 --> Q7[Format: path#Lstart-end + caller/callee names + numbered lines]\n    Q7 --> Result([Results])\n```\n\n## Contributing\n\nWe welcome **feature requests described in prose** — open an issue describing the\nbehavior you'd like to see, and we'll consider it for the roadmap.\n\nAt this time we are **not accepting pull requests that contain code**, with the\n**sole exception of bug fixes**. If you'd like to propose a new feature, please\nfile a feature-request issue rather than a code PR. Bug-fix PRs (with a clear\ndescription of the bug and the fix) are welcome.\n","readmeFilename":"README.md"}