
Oxcode
io.github.snowmead由 GitHub 帳號 snowmead 發布v0.4.1更新於 Oct 27, 2026
PageRank-curated code intelligence for coding agents over an indexed source repository.
概覽
將原始碼倉庫索引成程式碼圖,並透過 MCP 為編碼助理提供依 PageRank 排序的脈絡、符號、檔案與呼叫圖查詢。
- 可以做什麼
- 針對程式碼庫提出任務式問題,取得有界、依相關性排序的脈絡,包含簽章、docstring 與原始碼預覽
- 搜尋符號與檔案,並依函式、方法、類別等符號類型篩選
- 查詢某個符號的呼叫者與被呼叫者,或依指定深度走訪呼叫圖
- 依完整限定名稱、簡單名稱、元素 ID 或檔案與行號定位單一符號
- 建立索引並在檔案變動時保持更新,查看索引狀態
- 執行原始圖查詢(OxQL),進行更細緻的元素與關聯比對
- 適用情境
- 適合助理在較大的多檔案倉庫中工作、希望以更少更省的一次呼叫取代反覆 grep 與讀取檔案的場景。對 Rust、Go、TypeScript 與 JavaScript 專案效果最好,這些語言採用高保真擷取器。
- 執行需求
- 以本機 stdio 程序執行,需要 PATH 中有 oxcode 執行檔,npm 套件只是它的包裝。專案需先建立索引;專案根目錄來自工具參數或 OXCODE_ROOT、CLAUDE_PROJECT_DIR、WORKSPACE_FOLDER_PATHS。GITHUB_TOKEN 為選用,僅用於自更新時的速率限制。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Oxcode,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
oxcode
oxcode indexes source code into a graph and serves it to coding agents. It is
built on oxgraph — a storage-agnostic,
zero-copy-friendly graph/hypergraph topology substrate for Rust — and stores the
index in a native oxgraph database under .oxcode/index.oxgdb/.
The CLI keeps raw OxQL available, but agent navigation should usually start
with context, symbols, files, and the call graph commands because they
expand graph IDs back into function names, definition ranges, signatures,
docstrings, source previews, and call-site source context.
Get Started
1. Install
Prebuilt binary (recommended — no Rust toolchain, grammars are statically linked so it runs offline):
Or download an archive from the Releases page. With Cargo instead:
This installs one oxcode binary — the CLI plus the MCP server (oxcode mcp).
(The crate is oxcode-cli because the bare oxcode name is taken on crates.io;
the command is still oxcode.) Re-run the installer (or cargo install --force oxcode-cli) to replace an existing install; oxcode mcp also self-updates on
startup once you are on v0.1.2+.
2. Index a project
3. Wire up an agent (MCP)
Add the server to your agent. For Claude Code (~/.claude.json):
Once wired, have the agent call oxcode_watch once: it builds the index and
keeps it current as files change. When path is omitted, the project root comes
from OXCODE_ROOT, CLAUDE_PROJECT_DIR, or
WORKSPACE_FOLDER_PATHS — not from the MCP process cwd (hosts often start servers in
$HOME). Across multiple agents on one repo a file lock elects a single writer
(the one watcher/re-indexer) while the rest serve reads, so you can run as many
as you like. Then ask questions with oxcode_explore.
Optionally auto-allow the tools in ~/.claude/settings.json (the query tools are
read-only; oxcode_watch only builds/maintains the local index):
mcp__oxcode__oxcode_watch, _explore, _search, _callers, _callees,
_symbol, _files, _status.
Claude Code plugin (one-command install)
Instead of hand-editing the config above, install the bundled plugin from the oxgraph marketplace — it wires up the MCP server for you:
The plugin still needs the oxcode binary on your PATH and an indexed project
(steps 1–2). See claude-plugin/README.md.
Other MCP clients (registry / npm)
oxcode is listed in the official MCP Registry
as io.github.snowmead/oxcode, so registry-aware clients can discover it. For
clients that prefer an npx launch command there's also an npm package:
@snowmead/oxcode-mcp is a thin wrapper that runs oxcode mcp, so it still needs
the oxcode binary on your PATH (step 1) — if you have it, command: "oxcode"
above is the simpler config.
How Indexing Works
- Extraction — tree-sitter parses each source file into a syntax tree. A
per-language extractor walks it (hand-written) or runs a tree-sitter query
(generic), emitting symbol nodes (file, module, class, struct, trait,
interface, function, method, field, …) and edges (
contains,calls,imports,references,implements). Qualified names are normalized to a::-joined internal form regardless of the language's own separator, so the resolver and graph are language-neutral. - Resolution — references resolve to definitions across files through tiers: exact qualified name → enclosing module scope → in-scope imports → receiver type → bare name. Ambiguous matches are kept and marked, not dropped.
- Storage — the resolved graph is reconciled into the oxgraph database with
stable symbol identities, so re-indexing is
O(change), notO(repo). Personalized PageRank over the graph powers thecontextcommand's bounded, relevance-ranked output.
Languages
Run oxcode languages to list the registered extractors. Coverage is tiered:
- High-fidelity — hand-written extractors that resolve receiver-typed method
calls (
self/this/Go receivers), precise qualified names, and imports (including TypeScript path-based ESM imports). - Generic — one query-driven extractor shared by all of these languages.
Each is a tree-sitter query plus a profile entry
(
crates/oxcode-core/src/extract/profiles.rs); containment comes from byte-span nesting. It yields symbols and approximate call edges that resolve at the scoped/simple tiers (no receiver typing), so some edges are marked ambiguous. - Embedded script — Svelte/Vue
<script>blocks are extracted as TypeScript at offsets accurate to the original component file. - Recognized — the file type is known but not indexed yet; such files are reported as skipped, not silently dropped.
Adding a language is a tree-sitter query + a profile entry; promoting one to
high fidelity is a hand-written extractor that reuses the shared
extract/walker.rs scaffolding.
Quick Start
The generated .oxcode/ directory writes its own .gitignore, so the index is
never committed by accident.
Useful selectors for navigation commands:
element:<id>for a concrete OxGraph element ID- an exact crate-qualified name such as
my_crate::auth::tenant_middleware(qualified names are anchored at the crate, so the first segment is the package name with-normalized to_) name:<name>for a simple function namefile:<path>:<line>for the innermost symbol covering a source line
symbols accepts repeatable --kind <kind> filters. Valid kinds are:
file,module,namespace,package,class,struct,enum,trait,interface,impl_block,function,method,field,variable,constant,type_alias,macro
context is deterministic and graph-derived. It ranks entry-point symbols for
the task text, then expands nearby calls, contains, references, and
implements relationships.
query and explain execute raw OxQL/Cypher. For keyword discovery, use
symbols; do not pass plain English phrases to query.
Accepted OxQL profile:
CATALOGMATCH ELEMENTSMATCH ELEMENTS HAS LABEL <label>MATCH ELEMENTS WHERE <property> = '<value>'MATCH RELATIONS TYPE <type>GRAPH calls WALK FROM <element-id> DEPTH <n> [DIRECTION outgoing|incoming|both] [LIMIT n]
Benchmarks
Agent-task benchmark on the Tokio codebase: an agent answers "How does tokio schedule and run async tasks?" with and without each tool, measuring efficiency and blind-judged answer quality. oxcode and codegraph were measured on different agent harnesses, so the comparable unit is each tool's improvement vs its own no-tool baseline, not absolute numbers.
Percentages are change vs that tool's own no-tool baseline (negative = reduction, better; quality is the blind LLM-judge score, 0–1). All oxcode rows come from one n=6 release suite on Tokio. Absolute medians: tokens 395k (baseline) → 455k (CLI) → 104k (MCP); cost $0.17 → $0.18 → $0.07; tool calls 28 → 27 → 5; wall 97s → 111s → 39s.
The MCP server is the headline. Delivering the same bounded, PageRank-curated
context through a one-call oxcode_explore MCP tool — instead of a CLI the agent
composes — cuts tool calls 84%, tokens 74%, cost 57%, and wall 60% vs the no-tool
baseline, exceeding codegraph's published reductions (−57% tool calls / −38%
tokens). The CLI arm is statistically tied with the baseline: the agent treats a
shell binary as a supplement to its own grep/read, not a replacement — so the gap
was always tool delivery, not index quality. The one cost the quality gate
exposes (and a quality-blind benchmark like codegraph's would hide): MCP answer
quality dips to 0.93 vs 0.98, a completeness trade-off from the leaner
exploration. codegraph numbers are from its README, re-validated 2026-06-02.
Full methodology, confidence intervals, and reproduction:
docs/agent-eval-results.md and
docs/agent-eval-methodology.md.
Architecture
The workspace uses a hybrid Rust architecture:
oxcode-model: storage-neutral vocabulary shared across the workspace — code-graph kinds, identifier newtypes, the graph schema catalog, the selector grammar, the extraction/resolution IR, and agent-facing report DTOsoxcode-core: indexing, extraction, reference resolution, OxGraph storage, navigation, formatting, and the publicProjectIndexfacadeoxcode-cli: theoxcodebinary — the CLI commands plus theoxcode mcpsubcommand, an MCP server (stdio) exposing the read-only queries to coding agents (the one-calloxcode_exploretool plusoxcode_search,oxcode_callers/oxcode_callees,oxcode_symbol,oxcode_files,oxcode_status) andoxcode_watch, which builds and keeps the index current as files change — a cross-process file lock elects one writer per repo while other instances serve reads
oxcode-core is split into focused internal modules: scan, extract (with
per-language extractors and shared CST/cargo helpers), resolve,
store::oxgraph (with its write path), format, paths, and error. The
model crate's typed schema is the single source of truth that the storage layer
derives property registration, read-key caching, and indexes from. Reads run
through ProjectIndex, which opens the database once and resolves the
property-key schema; ProjectIndex::with_session runs several reads against one
shared snapshot so multi-step navigation stays internally consistent.
The extract module hosts the hand-written extractors (Rust, Go,
TypeScript/JavaScript), the generic query-driven extractor with its per-language
.scm queries and profiles, the Svelte/Vue embedded-script host, and the
statically-linked grammar registry. See the Languages table above.
來源:README.md,提交 68b7b2c
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1- v0.4.1最新Sep 16, 2026
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