We build AI that actually works in the real world — not demos, not proof-of-concepts, not integrations that break when you look at them sideways.

We're a Canadian AI engineering studio. We build custom agents, automation pipelines, and production-grade AI products for businesses that have real problems to solve. We also ship open-source tools because the infrastructure layer should be free.

We work with Canadian SMEs on three things:

• Automation — Eliminate the repetitive work that shouldn't require a human. Document processing, email triage, reporting, cross-platform workflow integration.
• Custom AI Agents — Purpose-built agents that handle customer intake, sales research, internal knowledge bases, and operations monitoring. No headcount required.
• AI Strategy — Audit your operations, rank the opportunities by ROI, build a roadmap that fits your budget. Vendor-neutral.

We open-source the infrastructure. When we build something that solves a problem the whole community has, we ship it publicly under a permissive license — 14+ projects, 195+ MCP tools, mostly MIT.

ghl-mcp-server is a GoHighLevel MCP server covering the full GHL API v3 — 401 tools across contacts, conversations, pipelines, calendars, invoices, knowledge bases, ad publishing, and the social planner. The reference for wiring an AI agent up to a live GoHighLevel CRM integration in natural language instead of hand-rolling every REST call.

postforme-mcp-server is a social media scheduling MCP server with 21 tools spanning 10 platforms — Instagram, YouTube, TikTok, LinkedIn, X, Bluesky, and more. A real reference for an AI-driven social publishing pipeline, not a demo.

lmex-mcp-server is a crypto exchange trading MCP server built for LMEX — 47 tools covering spot trading, futures, wallet management, market data, and order types including OCO and PEG, with a testnet-only safe mode for development.

codebrain is a codebase intelligence engine for AI coding agents, written in Rust. It builds a knowledge graph via tree-sitter AST parsing and exposes it as an MCP server — 23–40% fewer tool calls on complex coding tasks.

reddit-reply-drafter is a Chrome extension that drafts Reddit replies with Claude as you browse threads. You review, edit, and post manually — nothing is ever submitted automatically.

AiBrowserKit is a set of SwiftUI + WKWebView browser components for macOS agent apps — a full multi-tab browser panel, pinned-site sidebar, bookmarks, JS console capture, and screenshot tooling, with zero dependencies.

AIChatKit is a unified AI chat interface for Swift — OpenAI, Anthropic, and Apple Intelligence share one protocol, message model, and optional SwiftUI components, so you can swap on-device and cloud AI providers with a one-line change.

AIChatKitMLX adds on-device Apple MLX inference to any AIChatKit app. Models download from Hugging Face once, then run entirely offline on Metal GPU and the Neural Engine — text and vision-language models both supported.

AIChatKitLlama adds on-device GGUF inference via llama.cpp to any AIChatKit app. Any GGUF model runs in-process on Metal GPU, with no network calls after the initial model download.

AiPersona is an on-device long-term memory engine for AI chat apps — a bi-temporal knowledge graph with hybrid BM25 + embedding retrieval and LLM-driven fact extraction and correction.

AdvancedKanban is a fully customizable Kanban board for SwiftUI on iOS, iPadOS, and macOS — cross-column pointer drag with autoscroll, a full keyboard move-mode, and VoiceOver parity for every drag interaction.

AiVoiceKit provides on-device voice dictation for macOS — global hotkey command routing and AI-assisted text rewriting on top of local ASR via Apple Speech or downloadable Whisper/Parakeet models, no cloud dependency required.

DesignFoundation is our production-grade SwiftUI design system — a token-based theming engine and 30+ components that all read from the same theme, Liquid Glass styles included, Swift 6 strict concurrency safe. See the full component reference and theme previews →

DesignFoundation ships five full example apps built on DesignFoundation Pro, each a real reference implementation instead of a components demo:

• AICompleteChat — a complete on-device AI chat app wiring LanguageModelSession, @Generable structured output, and streaming generation from Apple's Foundation Models framework into a fully themed SwiftUI UI. No server round-trip, no API key, private on-device inference.
• BudgetLens — a universal (iOS + macOS) personal finance / budget tracker app built on the Analytics vertical with SwiftData persistence and an on-device Foundation Models spending summary — no cloud dependency.
• ScanLens — a universal document scanner and receipt scanner app built on the Documents vertical. On-device Vision OCR feeds LanguageModelSession structured output to title, categorize, and summarize each scan — no server round-trip, no cloud OCR cost.
• ClientLens — a universal SwiftUI CRM app built on the CRM vertical with real SwiftData-backed clients and deals. Its AI Follow-Up feature drafts call-prep notes fully on-device.
• BookLens — a universal booking / scheduling app built on the Booking vertical, with SwiftData persistence, zero-permission EventKitUI calendar integration on iOS, and an on-device Foundation Models scheduling assistant.

We don't open-source things for optics. We open-source them because closed infrastructure is a tax on everyone building on top of it.

A few things we believe that shape everything we build:

Private deployment is a feature, not a constraint. When client confidentiality matters — legal, medical, financial — the right answer is a local model, not a SaaS terms-of-service.

The best AI product is the one that disappears. Agents and automation should feel invisible. If your team has to think about them, they're not done.

Open infrastructure lowers the cost of the next thing. Every tool we open-source makes the next builder faster. That compounds.

We take on a small number of client engagements per quarter — automation builds, custom agent deployments, AI strategy for operations teams.

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NerdSnipe Inc. — Ottawa, ON, Canada