Autonomous AI Engineering • Local-First

Build autonomous workflows.
Ship 10× faster.

Munjiz is an autonomous local-first software engineering platform — orchestrate multi-spec builds, draw visual workflows, run sandboxed coding agents, and connect 34+ services. Everything executes locally.

No sign-up to try 100% Local execution Your API keys
Autonomous DAG Project Orchestrator
100% LOCAL
Autonomous DAG Project Orchestrator

Connects with the tools you already use

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Inside the engine

One desktop app.
Four engineering pillars.

Autonomous multi-spec projects, visual node workflows, sandboxed coding agents, and instant internal tools — powered by one local engine with zero cloud code leakage.

Autonomous Projects DAG Orchestrator

Multi-spec engineering.
Evidence-verified builds.

Plan complex codebases into dependency-ordered specifications. Munjiz executes specs through isolated Git merge queues, enforcing compiler checks and deterministic quality gates before marking tasks complete.

  • Topological DAG dependency planning
  • Isolated Git worktree merge queues
  • Deterministic stack quality gates
  • Reproducible SBOM & build capsules
Explore autonomous projects →
Autonomous Projects
Visual Workflows & MCP Node Canvas

Draw the logic.
Model Context Protocol.

Design multi-step automations visually or generate full graphs from natural language. Connect remote and local Model Context Protocol (MCP) servers with secure OAuth 2.1 discovery and single-flight token refresh.

  • 40+ visual logic & trigger nodes
  • Remote & stdio MCP tool integration
  • Pre-built actions for 34+ services
  • Real-time interactive execution visualizer
Explore visual workflows & mcp →
Visual Workflows & MCP
Agentic Code Studio Local-First RAG

Sandboxed code mutations.
Zero cloud data leakage.

The agent indexes your local codebase using on-device SQLite vector embeddings, patches files inside sandboxes, and verifies builds without ever sending your private source code to external servers.

  • Full-repo vector memory grounding
  • Terminal execution & compiler verification
  • Multi-file diff previews & rollback
  • Local Ollama & private cloud models
Explore agentic code studio →
Agentic Code Studio
Internal Apps & Inbox Human-in-the-Loop

Turn workflows into apps.
Approve every mutation.

Convert backend agent workflows into interactive forms and team tools in one click. Review diffs, approve critical actions, and handle MCP task elicitation directly from the Inbox control plane.

  • Instant form & dashboard generator
  • Inbox review for high-risk actions
  • Task elicitation & parameter prompts
  • Role-based desktop seat governance
Explore internal apps & inbox →
Internal Apps & Inbox
How it works

From idea to running automation
in three steps.

01

Download & launch

Install Munjiz Desktop on Windows, macOS, or Linux. No account needed to start building.

02

Describe or draw

Type what you want in plain English — or drag blocks onto the canvas. The AI generates the full workflow graph.

03

Run it — locally

Execute on your machine, on your schedule, with your own API keys and 34+ connected services.

34+ Integrations

Connect the tools you already love.

Zero configuration. Every integration ships with pre-built action blocks, triggers, and auth — ready to drag into any workflow.

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Security & Privacy

Your code never leaves your machine.

Built for teams that can't compromise on data sovereignty.

Local Sandbox

All AI execution runs on your desktop. No cloud middleman, no data harvesting, no egress fees.

PGP-Encrypted Diagnostics

Support logs are sanitized locally — API keys stripped — then PGP-encrypted before any upload.

Your Own API Keys

AI calls go directly from your desktop to the provider. We never see your OpenAI or Anthropic keys.

Hardware Fingerprinting

Device-bound sessions. Each seat is tied to a verified hardware fingerprint, so a signed-in desktop cannot be copied onto another machine.

100%
Local Execution
34+
Integrations
100+
Action Blocks
0
Code Sent to Our Servers
FAQ

Questions, answered.

No. Workflows and AI agents execute locally on your desktop. AI calls go directly from your machine to your chosen provider using your own API keys — nothing is proxied through our servers.

Yes — you connect your own OpenAI, Anthropic, or other provider keys. They are stored locally and requests go straight to the provider, so you keep full control of cost and data.

Windows, macOS, and Linux. The download button above auto-detects your OS, and the app keeps itself up to date in the background.

Yes. Download the desktop app and start building — no sign-up required. Create an account only when you want to activate a paid plan or manage team seats.

Licenses are device-bound: each seat is tied to a hardware fingerprint you manage from your dashboard. Deactivate a device at any time to free up its seat.

Get started today

Automate the work.
Keep the craft.

Free to download. Works offline. Your API keys, your data, your machine.