Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
PageRank-curated code intelligence for coding agents over an indexed source repository.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
OXCODE_NO_AUTO_UPDATE, GITHUB_TOKEN비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"oxcode": {
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add oxcode --env OXCODE_NO_AUTO_UPDATE=your-value --env GITHUB_TOKEN=your-value -- npx -y @snowmead/oxcode-mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"oxcode": {
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"oxcode": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
OXCODE_NO_AUTO_UPDATE env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 6일 점검
게시자(snowmead)가 저장소 소유자(oxgraph)가 아니에요. 다른 사람이 등록했을 수 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 0개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: GITHUB_TOKEN
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.4.1)은 3개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 Node.js도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Dechonet MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
oxcode indexes source code into a graph and serves it to coding agents. It is built on [oxgraph](https://github.com/oxgraph/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.
Prebuilt binary (recommended — no Rust toolchain, grammars are statically linked so it runs offline):
# macOS / Linux
curl --proto '=https' --tlsv1.2 -LsSf https://github.com/oxgraph/oxcode/releases/latest/download/oxcode-cli-installer.sh | sh
# Windows (PowerShell)
powershell -ExecutionPolicy ByPass -c "irm https://github.com/oxgraph/oxcode/releases/latest/download/oxcode-cli-installer.ps1 | iex"
Or download an archive from the Releases page. With Cargo instead:
cargo binstall oxcode-cli # prebuilt, no compile
cargo install --force oxcode-cli # build from source
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+.
cd your-project
oxcode index oxcode context "How does authentication work?"
Add the server to your agent. For Claude Code (~/.claude.json):
{
"mcpServers": { "oxcode": { "type": "stdio", "command": "oxcode", "args": ["mcp"] } } }
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.
Instead of hand-editing the config above, install the bundled plugin from the oxgraph marketplace — it wires up the MCP server for you:
/plugin marketplace add oxgraph/oxgraph
/plugin install oxcode@oxgraph
The plugin still needs the oxcode binary on your PATH and an indexed project (steps 1–2). See claude-plugin/README.md.
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:
{
"mcpServers": { "oxcode": { "command": "npx", "args": ["-y", "@snowmead/oxcode-mcp"] } } }
@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.
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.O(change), not O(repo). Personalized PageRank over the graph powers the context command's bounded, relevance-ranked output.Run oxcode languages to list the registered extractors. Coverage is tiered:
| Language | Extensions | Tier |
|---|---|---|
| Rust | .rs | High-fidelity |
| Go | .go | High-fidelity |
| TypeScript | .ts .tsx .mts .cts | High-fidelity |
| JavaScript | .js .jsx .mjs .cjs | High-fidelity |
| Python | .py .pyi | Generic |
| Java | .java | Generic |
| C | .c .h | Generic |
| C++ | .cpp .cc .cxx .hpp .hh .hxx | Generic |
| C# | .cs | Generic |
| PHP | .php | Generic |
| Ruby | .rb | Generic |
| Swift | .swift | Generic |
| Kotlin | .kt .kts | Generic |
| Scala | .scala .sc | Generic |
| Dart | .dart | Generic |
| Lua | .lua | Generic |
| Luau | .luau | Generic |
| Objective-C | .m .mm | Generic |
| Pascal/Delphi | .pas .dpr .dpk .lpr | Generic |
| Svelte | .svelte | Embedded script |
| Vue | .vue | Embedded script |
| Liquid | .liquid | Recognized |
self/this/Go receivers), precise qualified names, and imports (including TypeScript path-based ESM imports).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. blocks are extracted as TypeScript at offsets accurate to the original component file.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.
oxcode index --path path/to/rust/project
oxcode status --path path/to/rust/project oxcode context "How does entry reach helper?" --path path/to/rust/project --limit 8 --json oxcode symbols "entry helper" --path path/to/rust/project --limit 20 --json oxcode symbols "entry helper" --path path/to/rust/project --kind function --kind method oxcode files "runtime scheduler" --path path/to/rust/project --limit 20 --json oxcode symbol crate::entry --path path/to/rust/project --json oxcode calls crate::entry --depth 2 --path path/to/rust/project oxcode callers crate::helper --depth 2 --path path/to/rust/project oxcode query "MATCH ELEMENTS WHERE qualified_name = 'crate::entry'" --path path/to/rust/project oxcode query "MATCH RELATIONS TYPE calls" --format expand --path path/to/rust/project oxcode query "GRAPH calls WALK FROM 12 DEPTH 2 DIRECTION both LIMIT 100" --path path/to/rust/project
The generated .oxcode/ directory writes its own .gitignore, so the index is never committed by accident.
Useful selectors for navigation commands:
element: for a concrete OxGraph element IDmy_crate::auth::tenant_middleware (qualified names are anchored at the crate, so the first segment is the package name with - normalized to _)name: for a simple function namefile: : for the innermost symbol covering a source linesymbols accepts repeatable --kind filters. Valid kinds are:
file, module, namespace, package, class, struct, enum, trait, interface, impl_block, function, method, field, variable, constant, type_alias, macrocontext 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 MATCH ELEMENTS WHERE = ' 'MATCH RELATIONS TYPE GRAPH calls WALK FROM DEPTH [DIRECTION outgoing|incoming|both] [LIMIT n]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.
| arm | answer quality | tokens | cost | tool calls | wall time |
|---|---|---|---|---|---|
| baseline (no tool) | 0.98 | — | — | — | — |
| oxcode — codex/gpt-5.5, CLI, n=6 | 0.96 (tied) | +15% | +4% | −4% | +14% |
| oxcode — codex/gpt-5.5, MCP, n=6 | 0.93 | −74% | −57% | −84% | −60% |
| codegraph — Opus 4.8, MCP, published | not measured | −38% | even | −57% | −18% |
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.
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 public ProjectIndex facadeoxcode-cli: the oxcode binary — the CLI commands plus the oxcode mcp subcommand, an MCP server (stdio) exposing the read-only queries to coding agents (the one-call oxcode_explore tool plus oxcode_search, oxcode_callers/oxcode_callees, oxcode_symbol, oxcode_files, oxcode_status) and oxcode_watch, which builds and keeps the index current as files change — a cross-process f앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요