Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
PageRank-curated code intelligence for coding agents over an indexed source repository.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
OXCODE_NO_AUTO_UPDATE, GITHUB_TOKENLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"oxcode": {
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add oxcode --env OXCODE_NO_AUTO_UPDATE=your-value --env GITHUB_TOKEN=your-value -- npx -y @snowmead/oxcode-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"oxcode": {
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"oxcode": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@snowmead/oxcode-mcp"
],
"env": {
"OXCODE_NO_AUTO_UPDATE": "your-value",
"GITHUB_TOKEN": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
OXCODE_NO_AUTO_UPDATE envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
Quien lo publicó (snowmead) no es el dueño del repo (oxgraph); puede que otra persona lo haya listado
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 0 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: GITHUB_TOKEN
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.4.1) llegó al registro hace 3 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, AI Deprecations
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
AI model shutdown dates, replacements, change feed and webhook alerts for 8 providers.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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 fSolo se muestra el principio; lee el resto en el repo