Axint MCP Server
io.github.agenticempire/axint
Proof and repair for AI-written Swift: validate, build with Xcode, and fix failures before merge.
What is the Axint MCP server?
Axint is a proof gate for AI-generated Swift code that validates syntax, runs real Xcode builds and tests, reconciles findings with Apple tooling, and returns signed proof with exact repairs needed. It integrates into PR and CI pipelines to ensure AI-written code meets platform contracts without uploading source or rewriting projects.
Axint checks Swift code generated by AI agents by running static analysis and actual Xcode builds, then reconciles findings into evidence-backed diagnostics. It produces compact repair packets and signed source-free receipts, making it ideal for teams using coding agents to generate iOS/macOS features while maintaining quality gates and audit trails.
How to install Axint
Copy-paste configuration for popular MCP clients.
Tools & capabilities
Tools this server exposes to the agent.
axint.status— Check Axint server and compiler connection statusaxint.activate— Activate and initialize Axint for a projectaxint.check— Validate generated or existing Swift with evidence-aware diagnosticsaxint.run— Orchestrate build, test, and runtime evidence collectionaxint.compile— Compile TypeScript, Python, or JSON into inspectable Swift and metadataaxint.feature— Generate App Intents, SwiftUI views, widgets, and other Apple surfacesaxint.project.pack— Package project context for agent handoffsaxint.project.index— Index and discover Xcode project structureaxint.xcode.guard— Run Xcode build and test with evidence collectionaxint.xcode.write— Write validated Swift changes back to projectaxint.fix-packet— Generate compact repair artifacts with next actionsaxint.repair— Apply deterministic rewrites and rerun proofaxint.swift.validate— Validate Swift syntax and structureaxint.swift.fix— Apply Swift-level fixesaxint.cloud.check— Run checks via hosted Axint serviceaxint.scaffold— Generate project scaffolds and extensionsaxint.registry.search— Search Axint component registryaxint.suggest— Get suggestions for code generation
Use cases
- Validate AI-generated Swift code in pull requests before merge with real Xcode build evidence
- Generate App Intents, SwiftUI views, and widgets from TypeScript or Python specifications
- Run automated proof gates in CI pipelines on macOS runners to catch platform contract violations
- Repair Swift code failures with compact fix packets that guide the next agent turn
- Preserve project context and proof history across multiple agent sessions without source upload
Axint MCP server FAQ
Axint validates Swift code (AI-generated or existing) by running static checks and real Xcode builds/tests, then reconciles findings into evidence-backed diagnostics with repair guidance. It produces signed, source-free proof receipts suitable for audit and CI pipelines.
Yes. The core CLI and MCP server are open-source (Apache 2.0). Local proof requires no account. Optional Cloud Preview and hosted checks are available for teams without local macOS runners.
Install the MCP server by adding it to your MCP configuration: use `npx -y -p @axint/compiler axint-mcp` as the command, or connect to the hosted endpoint at `https://mcp.axint.ai/mcp`. Call `axint.status` and `axint.activate` to verify connection.
Local proof requires no authentication. The hosted MCP endpoint at `mcp.axint.ai` supports stateless access. Non-loopback A2A deployments require bearer token authentication by default.
No. Local proof runs entirely on your machine and does not upload source. Receipts are source-free, containing only hashes, evidence, and repair metadata. Cloud Preview and hosted checks are optional.
Swift generation runs on any OS where Node.js runs. Xcode build, test, and runtime proof require macOS with a compatible Xcode toolchain. The hosted Cloud Preview works from any OS.
README (reference)
Source of truth, from the repository.
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 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. |
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.
| 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. |
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
| Surface | Use it for |
|---|---|
| npm | CLI, TypeScript SDK, compiler, proof runtime, MCP server, and A2A server |
| PyPI | Native Python authoring, validation, generation, and its focused MCP surface |
| Cloud Preview | Explore the remote proof and macOS build workflow from any operating system |
| Examples | Inspect compact App Intent, SwiftUI, and WidgetKit generation examples |
| Editor integrations | Connect 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.
- Start with a
good first issue. - Pick up a
help wantedproblem. - Read the contribution guide.
- Ask, propose, or show your work in Discussions.
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.
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