Your Personal AI Orchestrator

A privacy-first desktop AI agent that runs locally, thinks deeply, and remembers everything. 30+ tools · 8+ providers · One orchestrator.

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Ork is a cross-platform desktop AI agent that runs entirely on your machine. It orchestrates intelligent agents across multiple LLM providers, remembers what it learns, and coordinates specialized subagents — all without sending your data to the cloud.

Privacy-First

All agent execution, file access, and LLM routing happens locally. Your code never leaves your machine.

Provider Independent

Route to Anthropic, OpenAI, Groq, Ollama, and more — switch providers at runtime without restarting.

Semantic Memory

Local embeddings + vector search. Ork learns from every session and recalls knowledge across projects.

Multi-Agent

Spawn specialized subagents with scoped tools. Coordinate teams of agents working together on complex tasks.

Every interaction follows a governed agentic loop — prompt, reason, act, observe, repeat. Each action is committed to a tamper-evident session chain.

Prompt
LLM
Tools
Observe
Repeat

Retry & Recovery

Automatic retry on tool failures, context overflow recovery, and auto-continuation when responses are truncated.

Steering

Inject messages mid-loop to redirect the agent without interrupting. Guide complex tasks in real-time.

Session Chain

SHA-256 hash-chained append-only log. Every action is a block linked to the previous — tamper-evident governance with Merkle checkpoints.

Ork doesn't just chat. It learns, remembers, and gets smarter over time. A local embedding model indexes knowledge into a semantic store that persists across sessions.

Input Conversations, tool results, manual entries
Embed HuggingFace local model → 1024-dim vectors
Store SQLite + Obsidian vault (markdown)
Retrieve Cosine similarity + confidence scoring

Memory Types

  • Learnings
  • Decisions
  • Patterns
  • Insights
  • User Profile

Scopes

  • User — cross-project
  • Project — per-workspace
  • Local — session-scoped

Intelligence

  • Confidence scoring
  • Temporal decay
  • Entity tracking
  • Signal fusion

Each persona is a self-contained personality pack — custom instructions, tools, permissions, and MCP servers. Switch between specialized agents for different tasks.

💻

Coder

Clean code expert. Development, refactoring, TDD.

🏗️

Architect

System design master. Planning, trade-offs, scalability.

📊

Analyst

Data insights specialist. Analytics, visualization, patterns.

🔍

Researcher

Deep investigation agent. Multi-source synthesis, documentation.

🎨

Creative

Witty content creator. Writing, brainstorming, storytelling.

🔒

Security

Security-focused auditor. Vulnerability detection, compliance.

🚀

DevOps

Infrastructure automation. CI/CD, deployment, monitoring.

🎯

QA Agent

Lead qualification. Rule-following precision, validation.

🤖

Default

General-purpose assistant. Balanced capabilities for any task.

🛠️

Profile Builder

Meta-agent that creates and validates new personas.

Go beyond single-agent workflows. Ork spawns specialized subagents in isolated processes, coordinates teams with shared task lists, and orchestrates complex multi-step workflows.

Ork Orchestrator
Explore Fast search, read-only
Plan Architecture, read-only
Implement Full access, unlimited

Subagents

Spawn specialized child agents in isolated processes. Each gets scoped tool access — an explore agent can't write files. Choose the model independently per subagent.

Team Mode

Multi-agent teams with shared task lists, inter-agent messaging, and coordinated workflows. Agents communicate through a message bus, report results, and hand off tasks autonomously.

Understand how you work. Ork tracks usage patterns and generates self-contained analytics reports — tool usage, session patterns, provider breakdown, response times, and language breakdown.

30+

Built-in tools

8+

LLM providers

10

Agent personas

~10MB

Binary size

30+ built-in tools organized by domain. Extend with MCP servers for custom integrations.

File Operations

ReadWriteEditGrepGlobFind

Code Intelligence

LSP DiagnosticsGo-to-DefinitionReferencesHover Info

Web

Web SearchWeb FetchDeep Research

Browser Automation

NavigateClickFillEvaluateScreenshotExtractPDF Save

Memory

Brain SearchBrain StoreBrain Append

Agents

Subagent SpawnTeam CoordinationTask CRUDPlan Mode

Development

BashGit / WorktreeNotebook EditSandbox Files

Scheduling

Cron JobsWakeup LoopsMonitors

MCP

Full ProtocolHot-ReloadResource AccessAuth Flows

Voice

TTS (Kokoro)Voice Input (Whisper)

Built for performance and privacy. Minimal footprint, maximum capability.

Tauri v2 Rust shell · ~10MB binary
Bun Runtime & bundler
TypeScript 5.7 Full type safety
Svelte 5 Streaming reactive UI
SQLite Zero-config persistence
HuggingFace Local embeddings
Zod Runtime validation
WebSocket Real-time IPC

A native desktop experience. Fast, focused, and private.

Ork interface — conversation view
Ork interface — agents panel