Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
PageRank-curated code intelligence for coding agents over an indexed source repository.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
OXCODE_NO_AUTO_UPDATE, GITHUB_TOKEN「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"oxcode": {
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add oxcode --env OXCODE_NO_AUTO_UPDATE=your-value --env GITHUB_TOKEN=your-value -- npx -y @snowmead/oxcode-mcp動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"oxcode": {
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"oxcode": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
OXCODE_NO_AUTO_UPDATE envこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
公開者(snowmead)がリポジトリの所有者(oxgraph)ではありません。別の人が登録した可能性があります
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち0項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:GITHUB_TOKEN
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.4.1)がレジストリに届いたのは3 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにNode.jsも必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, LickityClick
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Create, edit and track LickityClick short links, campaigns and click stats from your AI assistant.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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 f冒頭だけを表示しています。続きはリポジトリで読めます