Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Write, check, run and compile A0 programs through revision-checked structured edits.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。
在终端中运行这条命令
浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 Joe-Simo 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.8.16)于36天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 MCPB。
同一分类中有:Spec Driven Development, Remote Desktop Commander, AvaHR
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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.
Read hiring data and create inactive assessment and questionnaire drafts for human review.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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/a0只显示了开头部分;其余内容请在仓库中阅读