Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
PageRank-curated code intelligence for coding agents over an indexed source repository.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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OXCODE_NO_AUTO_UPDATE, GITHUB_TOKENValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"oxcode": {
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}Run this in your terminal
claude mcp add oxcode --env OXCODE_NO_AUTO_UPDATE=your-value --env GITHUB_TOKEN=your-value -- npx -y @snowmead/oxcode-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"oxcode": {
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"oxcode": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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OXCODE_NO_AUTO_UPDATE envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The publisher (snowmead) is not the repo owner (oxgraph); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 0 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: GITHUB_TOKEN
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.4.1) reached the registry 3 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, HotCodePush
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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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 fOnly the beginning is shown; read the rest in the repo