A model-selectable AI assistant for macOS and iOS with 84 Google Cloud tools, scheduled automation, and memory that persists.
Choose your coordinator from any model on OpenRouter, with ten of the latest models already configured. Orchestrate tasks across Google Cloud, Drive, Gmail, & local files, automate browser tasks, and create scheduled workflows, backed by four-layer cognitive memory and context laundering that keeps every conversation sharp and affordable.
84 tools across Analytics 4, Search Console, Merchant Center, Gmail, Drive, Sheets, Calendar, and PageSpeed Insights. Multi-account OAuth with automatic routing by connection type.
Three tiers: standard chat (5–15s), light research with subtopic pipelines (30–90s), and deep research with 4 independent agents and cross-pollination (90–180s).
21 desktop tools with three-level shell safety. Browser automation via Playwright with 48 skills, deterministic recovery, and release gating.
Image generation via Gemini 3 Pro (up to 4K), video via Veo 3.1 and Sora 2, voice synthesis via ElevenLabs with streaming.
Run full coordinator workflows unattended on cron, interval, or slot schedules. Verification contracts, mutation guardrails, and cooperative cancellation for safe background execution.
Large tool payloads are processed before LLM reinjection—raw, summarized, or truncated based on content type. Integrated across chat, research, and scheduled task runtimes.
Create new tools from natural language. The skill generator produces Python, validates via AST analysis and automated tests, then hot-registers into the coordinator’s tool set—no restart required.
A model-selectable coordinator runs a ReAct loop (up to 30 iterations) and delegates to specialized subagents. Route through any model on OpenRouter—with automatic resilience that retries and falls back on pre-first-chunk failures.
Four-layer cognitive memory inspired by Mem0. Memories are extracted after each conversation and assembled in under 150ms.
Last 20 messages from the current conversation, kept in PostgreSQL.
Long-term facts and preferences stored as vectors with HNSW indexing and automatic deduplication.
Past conversation summaries with importance scoring—top 3 retrieved per query.
Reusable workflow patterns detected from tool usage sequences with success tracking.
A native SwiftUI client with the same capabilities as the desktop. Connect securely over Tailscale from anywhere.
Browse and manage all 48 skills from your phone.
Create, monitor, and review automation runs on the go.
Inspect every tool call with inline reasoning and full execution traces.
Pick your coordinator model and tune settings per conversation.
Switch between Brave and Firecrawl search providers per chat.
APNs-backed alerts for scheduled task outcomes and reminders.
See what Margot can do for your workflow.
macOS 13+ · iOS 17+