Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Write, check, run and compile A0 programs through revision-checked structured edits.
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.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
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.
이 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 7일 점검
레지스트리 이름이 GitHub 계정 Joe-Simo 기준으로 확인되었고, 이 계정이 저장소를 소유하고 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 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
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(0.8.16)은 36일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Rystic
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.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Start, seed, clock, inspect and diff Rystic API simulators from your agent.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
The programming language built for AI, not for people. a0lang.com · Docs
A0 is a small programming language that AI agents edit through checked, structured edits and compile to native code, wasm, JavaScript, the JVM, .NET, Metal and SystemVerilog from one source.
Pick one. All are free, local, with no account and no key.
1. Agent skill (Claude Code, Codex, Cursor, Copilot, Gemini CLI and many other agents, through the skills CLI):
npx skills add Joe-Simo/a0
2. MCP server (needs the a0 binary on PATH, see the next item). Paste into Claude Desktop (claude_desktop_config.json), Cursor (.cursor/mcp.json) or any client that takes mcpServers; Claude Code: claude mcp add a0 -- a0 mcp .; VS Code: .vscode/mcp.json from integrations/vscode.mcp.json.
{ "mcpServers": { "a0": { "command": "a0", "args": ["mcp", "."] } } }
3. The binary (one file, no Node, SHA-256 verified against the release's checksums.txt):
curl -fsSL https://raw.githubusercontent.com/Joe-Simo/a0/main/install.sh | sh # macOS / Linux
irm https://raw.githubusercontent.com/Joe-Simo/a0/main/install.ps1 | iex # Windows (PowerShell)
Honest status: A0 has no floating point, no heap and no recursion, and strings are bytes. It is a kernel and edit-loop language, not a general-purpose one. The numbers below are measured on one machine that was not quiet, and the loss ledger in STATUS.md lists where A0 is slower. Correctness is split: every target is checked by execution against one oracle, and the optimizer is proved equivalent by Z3 on 48 corpus functions; the rest is tested, not proved. License: Apache 2.0. More: a0lang.com, a0lang.com/benchmarks.
A0 is a compact, exactly specified language that models write and edit through revision-checked structured edits. A model reads only what an edit touches, writes only the changed lines, and nothing invalid lands. One program compiles to native machine code (A0's own AArch64 code generator, or C), the browser (wasm32), JavaScript, the JVM, .NET, Metal GPU kernels, and clocked SystemVerilog, and every target is verified against one oracle.
Measured on the repository's benchmarks (Apple M3, 8 cores, results/*.json). The machine was not quiet: results/exec-benchmark.json records a 1/5/15-minute load average of 6.4-8.0 for the main and arm64 runs and 32-40 for the JavaScript remeasurement; a quiet-machine rerun is pending:
| Native A0 vs hand-written C | 1.00x time per call (parity) |
| Native A0 vs Python / JavaScript | 174x / 8.0x faster (geometric mean, 10 kernels) |
| Tokens a model reads per edit | 7.3x fewer than reading the whole file |
| Languages benchmarked, checksum-verified | 48 (9 tie A0 within 5%, the rest slower) |
| Oracle cases passing on every target | 5262 / 5262 |
| Optimizer proved equivalent (Z3) | 48 / 48 corpus functions |
| Whole-task tokens vs TypeScript | 3.0x cheaper in a 40-function program; 1.46x more on single-function tasks (both published) |
The site a0lang.com is itself two A0 programs (site/page.a0, site/docs.a0).
See DESIGN.md for intent and semantics, MODEL_GUIDE.txt for the AI-facing language instructions, STATUS.md for the current results, loss ledger, known limits, and next actions (session history in docs/history/), and results/ for machine-readable evidence.
A0 is a single self-contained binary: no Node, no Bun.
# macOS / Linux: Homebrew (this repository is the tap; no separate tap repository)
brew tap Joe-Simo/a0 https://github.com/Joe-Simo/a0 brew install a0
curl -fsSL https://raw.githubusercontent.com/Joe-Simo/a0/main/install.sh | sh
# Windows (installs to %LOCALAPPDATA%\Programs\a0 and adds it to your user PATH)
irm https://raw.githubusercontent.com/Joe-Simo/a0/main/install.ps1 | iex
Both scripts accept A0_VERSION=v0.8.16 to pin a release and A0_INSTALL_DIR to change the destination. Or download a binary from the latest release by hand and check it against checksums.txt. a0 --version prints the release and compiler version. Then:
printf 'fn sq u32 -> u32\na mul p0 p0\nret a\nend\n' > sq.a0
a0 run sq.a0 sq 12 # 144 a0 emit arm64 sq.a0 # A0's own machine code; or c, js, java, sv a0 check sq.a0 # diagnostics with codes; --json for fields, --fix applies the exact fixes a0 explain A0102 # what a diagnostic means, with a failing and a fixed example
Binaries: a0-darwin-arm64, a0-darwin-x64, a0-linux-x64, a0-linux-arm64, a0-windows-x64.exe. A C compiler (clang or gcc) is needed only to link native output on your machine.
a0 mcp serves A0 to AI agents over stdio (Model Context Protocol), so they edit through tools instead of text files: a0_open (function view with a handle), a0_program (program handle, optionally scoped to a target), a0_apply (edit under a handle; returns the new view or a diagnostic with code (class), id (A0nnnn), message, expected/actual, fix and applicability; the reply fix all applies every exact fix of the last rejected edit, atomically), a0_check, a0_run (reference interpreter, fuel-bounded), a0_emit (any target), a0_save (only after a successful apply). Paths are confined to the launch root (symlink escapes and use escapes rejected); no shell is run; output is bounded.
a0 lsp [root] is a Language Server Protocol server over stdio (built on vscode-languageserver; --stdio is accepted and ignored). Point any LSP client at it for .a0 files: diagnostics on open and change from the linker and checker (the diagnostic code is the class, data carries the table code id, the fix and its applicability, and an exact fix is a quick fix), hover (function signatures, op docs), go-to-definition across use files, document symbols, completion of ops and in-scope functions, and formatting through the canonical printer. Files are confined to root (default: the working directory) exactly as in the MCP server; a document outside it gets one limit diagnostic and nothing else.
Put a0 on your PATH first (see Install). Every entry below runs the same local stdio server, a0 mcp , with no hosting and no account. Ready-to-copy configs are in integrations/. The Agent Skill in skills/a0/ (install with npx skills add Joe-Simo/a0) teaches the language and loads the primer and the edit protocol only when they are needed.
| Agent | Install | Local stdio |
|---|---|---|
| Claude Code | claude mcp add a0 -- a0 mcp . (MCP only), or /plugin marketplace add Joe-Simo/a0 then /plugin install a0@a0 (MCP plus skill) | yes |
| Claude Desktop | Double-click a0-mcp- - .mcpb from the latest release, or add integrations/mcp.json to claude_desktop_config.json | yes |
| Claude.ai | Zip plugin/skills/a0/ and upload it under Settings > Capabilities > Skills (skill only; claude.ai connectors are remote-only) | skill only |
| Cursor | Add to Cursor, or integrations/mcp.json in .cursor/mcp.json | yes |
| VS Code / GitHub Copilot | code --add-mcp '{"name":"a0","command":"a0","args":["mcp","${workspaceFolder}"]}', or integrations/vscode.mcp.json as .vscode/mcp.json; skill in .github/skills/ or ~/.copilot/skills/ | yes |
| GitHub Copilot CLI | copilot mcp add or ~/.copilot/mcp-config.json (mcp.json shape) | yes |
| OpenAI Codex CLI/IDE | codex mcp add a0 -- a0 mcp ., or integrations/codex.config.toml; skill in .agents/skills/; plugin in plugin/.codex-plugin/ | yes |
| Gemini CLI | gemini extensions install https://github.com/Joe-Simo/a0 (MCP plus GEMINI.md) | yes |
| Qwen Code | qwen mcp add a0 a0 mcp ., or qwen extensions install https://github.com/Joe-Simo/a0 (reads Gemini extensions) | yes |
| Windsurf / Devin Desktop | mcp.json in ~/.codeium/windsurf/mcp_config.json | yes |
| Devin CLI | devin mcp add a0 -- a0 mcp . | yes |
| Zed | integrations/zed.settings.json in Zed settings | yes |
| Cline | mcp.json in cline_mcp_settings.json | yes |
| Roo Code | mcp.json in .roo/mcp.json | yes |
| Kilo Code | integrations/kilo.jsonc in kilo.jsonc | yes |
| Continue | integrations/continue.a0.yaml as .continue/mcpServers/a0.yaml (Agent mode) | yes |
| JetBrains AI Assistant / Junie | Settings > Tools > AI Assistant > MCP, paste mcp.json; Junie: .junie/mcp/mcp.json, skill in .junie/skills/ | yes |
| Augment | auggie mcp add, or Import from JSON with mcp.json; skill in .augment/skills/ | yes |
| opencode | integrations/opencode.json as opencode.json; skill in .opencode/skills/ | yes |
| Amp | amp mcp add a0 -- a0 mcp .; amp skill add Joe-Simo/a0 | yes |
| Goose | goose session --with-extension "a0 mcp .", or integrations/goose.config.yaml | yes |
| Warp | mcp.json in .warp/.mcp.json | yes |
| Crush | integrations/crush.json in crush.json | yes |
| Factory Droid | droid mcp add a0 "a0 mcp ." | yes |
| Grok Build CLI (xAI) | [mcp_servers.a0] from integrations/codex.config.toml in ~/.grok/config.toml | yes |
| Mistral Vibe CLI | integrations/mistral-vibe.config.toml | yes |
| Kimi CLI | kimi mcp add a0 --transport stdio -- a0 mcp . | yes |
| LM Studio | mcp.json in LM Studio's mcp.json, or lmstudio://add_mcp?name=a0&config=eyJjb21tYW5kIjoiYTAiLCJhcmdzIjpbIm1jcCIsIi4iXX0= | yes |
| Perplexity (Mac app) | Connectors > Add > Simple: a0 mcp /path/to/project (needs the PerplexityXPC helper) | yes |
| Hugging Face smolagents | MCPClient(StdioServerParameters(command="a0", args=["mcp", "."])) | yes |
| Hugging Face tiny-agents | "servers": [{"type": "stdio", "command": "a0", "args": ["mcp", "."]}] in agent.json | yes |
| Aider | No MCP. aider --read plugin/skills/a0/references/primer.txt and use the a0 CLI | no MCP |
| Open WebUI (Ollama) | Streamable HTTP only; A0 does not ship a hosted server | needs remote MCP |
| ChatGPT (developer mode / Apps) | Remote HTTPS only | needs remote MCP |
| Mistral Le Chat | Remote connectors only | needs remote MCP |
| xAI Grok API | Remote MCP tool only (HTTP/SSE) | needs remote MCP |
| Replit Agent, Bolt.new, Lovable, v0 | Remote HTTPS only | needs remote MCP |
Replace . with the folder the server may read and write when your agent does not start servers in the project folder.
a0 init [dir] writes AGENTS.md (read by Codex, Cursor, Copilot, Jules and others) with the MCP tool workflow, the edit protocol and the primer path (.a0/MODEL_GUIDE.txt, copied in when available, otherwise the GitHub URL), plus @AGENTS.md pointers in CLAUDE.md and GEMINI.md, glob rules for Cursor (`.cursor/rules/a0앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요