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)
Proof and repair for Apple coding agents: validate Swift, run Xcode evidence, and repair failures.
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。
你需要
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 …”。
适用于网页版、桌面版和手机版 Claude:
https://mcp.axint.ai/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"axint": {
"command": "npx",
"args": [
"-y",
"@axint/compiler"
]
}
}
}在终端中运行这条命令
claude mcp add --transport http axint https://mcp.axint.ai/mcpclaude mcp add axint -- npx -y @axint/compiler粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"axint": {
"url": "https://mcp.axint.ai/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"axint": {
"command": "npx",
"args": [
"-y",
"@axint/compiler"
]
}
}
}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。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"axint": {
"type": "http",
"url": "https://mcp.axint.ai/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"axint": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@axint/compiler"
]
}
}
}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。
ChatGPT 只能连接互联网上的服务器:
https://mcp.axint.ai/mcp菜单名称可能因套餐和版本不同而略有差异。
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。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
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 agenticempire 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
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
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。
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.6.0)于4个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Systemdox
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.
Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.
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。
AI wrote the Swift. Prove it builds before you merge.
A proof gate for AI-written Swift in your PR or CI pipeline.
Axint checks the Swift your agent wrote, runs the real Xcode build and tests,
reconciles findings with Apple tooling, and returns signed proof with the exact repairs to make next.
No project rewrite. No source upload.
Prove a project · GitHub Actions setup · Try Cloud Preview · Connect an agent · Docs · Examples · Contribute
Local by default. Open source. Ordinary Swift.
Apple software is a graph of contracts. SwiftUI state, App Intents, Siri and Shortcuts metadata, widgets, entitlements, privacy declarations, concurrency, build settings, tests, and runtime behavior all have to agree. Code that looks right can still fail to compile, miss an interaction, or violate a platform contract.
Axint puts static analysis and Apple tooling into one repair loop. Static checks identify leads; Xcode build and test output can confirm, contextualize, or suppress them. The result stays compact enough for the next agent turn while full logs and artifacts remain on disk.
| Evidence class | What it means |
|---|---|
| Confirmed | Deterministic analysis or matching compiler, build, or test evidence supports the finding. |
| Probable | Strong static evidence identifies a likely problem, but decisive Apple-tooling evidence is incomplete. |
| Advisory | A heuristic identifies a quality, accessibility, privacy, interaction, design, or runtime concern for review. |
| Suppressed | Stronger evidence or a project-local review contradicts the finding; it remains in the receipt without blocking the result. |
npx -y -p @axint/compiler axint prove --dir /path/to/MyApp
Axint discovers the Xcode project and scheme, checks existing Swift, runs the available build and tests, reconciles the findings, and writes proof under .axint/proof.
The default local run requires no account or configuration. It does not change Swift, upload source, install project instructions, install memory or MCP configuration, apply fixes, or rewrite the project.
When a failure needs another turn, Axint returns a Fix Packet: a compact repair artifact with the finding, likely files, exact next action, and rerun command. It also writes a source-free receipt: a signed proof file containing evidence, results, hashes, and repair information without project source.
axint prove --dir /path/to/MyApp --fix
axint receipt verify /path/to/MyApp/.axint/proof/latest.proof.json
--fix opts into supported deterministic rewrites and reruns the proof loop. Receipt verification checks payload integrity and the embedded Ed25519 signer. A locally signed receipt does not establish an externally trusted identity unless CI or the receiving team pins the signer fingerprint or a managed signing key.
Run axint prove on a macOS runner with Xcode. For a starter workflow and the signed-receipt output, see GitHub Actions setup. A pass needs real Apple-tooling evidence; missing tests or an unavailable build are not silently reported as proof.
Generate, Check, Run, Team, and Cloud are different entry points into the same contract: verdict, evidence, findings, next actions, and artifact paths.
| Mode | Role in the proof loop |
|---|---|
| Check | Validate generated or existing Swift with evidence-aware diagnostics and appropriate abstention. |
| Run | Orchestrate resumable build, test, runtime, and .xcresult evidence on a local or your own Mac runner. |
| Generate | Compile smaller contracts into inspectable App Intents, SwiftUI views, widgets, Live Activities, app shells, metadata, and tests. |
| Team | Preserve project context, sessions, file claims, repair packets, and handoffs across agents. |
| Cloud | Run hosted checks and preserve shared proof history when local Apple tooling is unavailable. |
Generation is optional for existing projects. When a feature is easier to describe as a smaller contract, Axint can emit ordinary Swift and the companion metadata required by the selected Apple surface.
import { defineIntent, param } from "@axint/compiler";
export default defineIntent({ name: "CreateCalendarEvent", title: "Create Calendar Event", description: "Creates a calendar event for the user.", domain: "productivity", params: { title: param.string("Event title"), date: param.date("Event date"), duration: param.duration("Event duration"), location: param.string("Location", { required: false }), }, perform: async ({ title, date }) => ({ success: true, message: Created ${title} on ${date}, }), });
axint compile create-calendar-event.ts --out ios/Intents/
TypeScript, Python, JSON IR, and the experimental .axint authoring surface lower into inspectable Apple-native output. The TypeScript pipeline also supports views, widgets, apps, Live Activities, App Enums, UnionValue schemas, App Shortcuts, and extension scaffolds; see the coverage map for the implementation and proof boundary of each surface.
Axint ships an MCP server for standards-compatible hosts:
{
"mcpServers": { "axint": { "command": "npx", "args": ["-y", "-p", "@axint/compiler", "axint-mcp"] } } }
Start a fresh tool session, then call axint.status and axint.activate to verify that the server and compiler are connected.
The hosted endpoint at https://mcp.axint.ai/mcp supports both established MCP clients and the current stateless protocol generation. Compatibility is continuously checked with official SDK clients; see the protocol compatibility contract.
For orchestrators that delegate durable work between agents, Axint also ships an authenticated A2A server. MCP exposes individual tools; A2A exposes complete check, diagnosis, proof, and repair-planning tasks with status, streaming updates, cancellation, and source-free result artifacts.
npx -y -p @axint/compiler axint-a2a --project-root /path/to/MyApp
The Agent Card is served at /.well-known/agent-card.json. Loopback use works without setup; non-loopback deployments require bearer authentication by default.
MCP tool and prompt inventory
axint.status · axint.activate · axint.upgrade · axint.doctor · axint.session.start · axint.context.memory · axint.context.docs · axint.workflow.check
axint.feature · axint.project.pack · axint.project.index · axint.project.syncVersion · axint.suggest · axint.registry.search · axint.scaffold · axint.compile · axint.validate · axint.tokens.ingest · axint.schema.compile · axint.templates.list · axint.templates.get
axint.xcode.guard · axint.xcode.write · axint.fix-packet · axint.cloud.check · axint.repair · axint.feedback.create · axint.swift.validate · axint.swift.fix
axint.agent.install · axint.agent.advice · axint.agent.claim · axint.agent.release · axint.run · axint.run.status · axint.run.cancel
axint.quick-start · axint.project-start · axint.context-recovery · axint.create-widget · axint.create-intent
| Surface | Use it for |
|---|---|
| npm | CLI, TypeScript SDK, compiler, proof runtime, MCP server, and A2A server |
| [PyPI](https://pypi.org
只显示了开头部分;其余内容请在仓库中阅读