axint

MCP serverAI & models

axint adds proof and repair for Apple coding agents. Your AI can validate Swift code, gather Xcode evidence, and repair failures it finds.

Use axint in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add axint and connect your AI. About a minute.

Also: Claude Code · Cursor · Codex

Then ask your AI: use the axint.compile tool from axint

Details

Available today. Use it from your connected AI after setup.

Add axint and point your AI at the Swift code you want checked.

What your AI can do with it

  • Validate Swift code
  • Run Xcode evidence
  • Repair failures

Install axint

The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.

  • Claude Code

    claude mcp add --transport http --scope user axint 'https://mcp.axint.ai/mcp'

    Run it once in your project, then open /mcp to approve any sign-in the server asks for.

  • Claude Desktop

    https://mcp.axint.ai/mcp

    Add a custom connector in Settings, paste this address, and approve the sign-in.

  • Cursor

    cursor://anysphere.cursor-deeplink/mcp/install?name=axint&config=eyJ1cmwiOiJodHRwczovL21jcC5heGludC5haS9tY3AifQ==

    Open the link and Cursor adds the server at that address.

  • ChatGPT

    https://mcp.axint.ai/mcp

    In Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.

  • Codex

    codex mcp add axint --url 'https://mcp.axint.ai/mcp'

    Run it once, then sign in with codex mcp login axint if the server asks for an account.

From the project's README

As published by agenticempire/axint in README.md.

 

A plausible patch is not proof.

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 classWhat it means
ConfirmedDeterministic analysis or matching compiler, build, or test evidence supports the finding.
ProbableStrong static evidence identifies a likely problem, but decisive Apple-tooling evidence is incomplete.
AdvisoryA heuristic identifies a quality, accessibility, privacy, interaction, design, or runtime concern for review.
SuppressedStronger evidence or a project-local review contradicts the finding; it remains in the receipt without blocking the result.

Prove an existing project

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.

Use it in a pull request

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.

One proof contract

Generate, Check, Run, Team, and Cloud are different entry points into the same contract: verdict, evidence, findings, next actions, and artifact paths.

ModeRole in the proof loop
CheckValidate generated or existing Swift with evidence-aware diagnostics and appropriate abstention.
RunOrchestrate resumable build, test, runtime, and .xcresult evidence on a local or your own Mac runner.
GenerateCompile smaller contracts into inspectable App Intents, SwiftUI views, widgets, Live Activities, app shells, metadata, and tests.
TeamPreserve project context, sessions, file claims, repair packets, and handoffs across agents.
CloudRun hosted checks and preserve shared proof history when local Apple tooling is unavailable.

Generate when it helps

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.

Connect your agent

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.

Start, recover, and inspect

axint.status · axint.activate · axint.upgrade · axint.doctor · axint.session.start · axint.context.memory · axint.context.docs · axint.workflow.check

Generate and discover

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

Check and repair

axint.xcode.guard · axint.xcode.write · axint.fix-packet · axint.cloud.check · axint.repair · axint.feedback.create · axint.swift.validate · axint.swift.fix

Coordinate and run

axint.agent.install · axint.agent.advice · axint.agent.claim · axint.agent.release · axint.run · axint.run.status · axint.run.cancel

Built-in prompts

axint.quick-start · axint.project-start · axint.context-recovery · axint.create-widget · axint.create-intent

Public proof

  • Live product metrics are regenerated from the codebase.
  • The real, CI-gated brownfield benchmark publishes labeled precision, recall, and abstention cases.
  • Coverage maps supported surfaces to implementation, tests, and proof boundaries.
  • Apple platform compatibility tracks current Xcode, Swift, Siri, App Intents, Foundation Models, SwiftUI, UIKit, and App Store changes against implemented checks and canaries.
  • Accessibility-label proof turns common-task accessibility evidence into a reviewable App Store readiness report.
  • MCP compatibility documents the hosted server's dual-era transport contract and verification path.
  • A2A documents durable agent-to-agent proof delegation, authentication, task isolation, and the local execution boundary.
  • Architecture explains the compiler, proof, MCP, A2A, Python, and runtime boundaries.
  • Release notes record shipped behavior and compatibility changes.
  • Security documents reporting, supported releases, telemetry, and dependency policy.

Ecosystem

SurfaceUse it for
npmCLI, TypeScript SDK, compiler, proof runtime, MCP server, and A2A server
PyPINative Python authoring, validation, generation, and its focused MCP surface
Cloud PreviewExplore the remote proof and macOS build workflow from any operating system
ExamplesInspect compact App Intent, SwiftUI, and WidgetKit generation examples
Editor integrationsConnect Xcode, VS Code, Cursor, JetBrains, Neovim, and other hosts

Contribute

The highest-value contributions improve existing-project precision, Xcode evidence, repair quality, Apple API coverage, and reproducible examples.

Requirements and license

The JavaScript package follows the Node.js engine declared in package.json. Swift generation runs anywhere Node runs. Xcode build, test, simulator, and runtime proof require macOS with a compatible Xcode toolchain.

Axint is Apache-2.0 licensed. Fork it, extend it, and ship with it. The Axint name and visual identity remain protected; see NOTICE and TRADEMARKS.md.

Tools it offers (36)

What this server listed when Ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.

  • axint.compile
  • axint.validate
  • axint.swift.validate
  • axint.swift.fix
  • axint.scaffold
  • axint.templates.list
  • axint.templates.get
  • axint.repair
  • axint.status
  • axint.activate
  • axint.upgrade
  • axint.doctor
  • axint.xcode.guard
  • axint.xcode.write
  • axint.session.start
  • axint.feature
  • axint.project.pack
  • axint.project.index
  • axint.project.syncVersion
  • axint.context.memory
  • axint.context.docs
  • axint.suggest
  • axint.registry.search
  • axint.workflow.check
  • axint.fix-packet
  • axint.cloud.check
  • axint.feedback.create
  • axint.agent.install
  • axint.agent.advice
  • axint.agent.claim

Signals

GitHub stars
17
Forks
5
Last commit
Oct 2026
Weekly downloads
36
Weekly_downloads
124 weekly_downloads
Advanced
Delivery
axint MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
Item type
mcp-server
Key
io-github-agenticempire-axint
Source
github.com/agenticempire/axint
Hosted endpoint
https://mcp.axint.ai/mcp