SwiftVectorKit v0.1.0

SwiftVectorKit v0.1.0 — Initial Public Release

SwiftVectorKit is a 100% native Swift 6.4 engine, CLI tool, Xcode 27 build plugin, and MCP server that indexes local codebases into high-dimensional vector representations with zero external dependencies and zero cloud token costs ($0).

Engineered specifically for macOS 27 SDK and Apple Silicon (M-Series / ANE 38 TOPS).

---

⚡ Highlights

• Automatic Build Indexing (Cmd+B): Native BuildToolPlugin parses Swift AST on incremental builds.
• Inline Compiler Diagnostics: Emits warnings (file:line:col: warning: [SwiftVectorKit] ...) directly into Xcode's Issue Navigator when high-risk symbol blast radius is detected.
• Swift-Aware Semantic Preprocessing: Splits compound camelCase/snake_case identifiers (AccelerateSIMDDistance -> Accelerate SIMD Distance) and extracts structured doc comments, boosting retrieval cosine similarity from 0.357 to 0.721 (+102%).
• Apple Neural Engine Acceleration (38 TOPS): Runs Core ML transformer embeddings on ANE with verified MLComputePlan device residency, keeping the GPU 100% free for UI rendering.
• Sub-3ms SIMD Search: Apple Accelerate (vDSP_dotpr, vDSP_svesq) cosine distance over 25,000 vectors in < 3ms.
• Apple Foundation Models (FoundationModels.framework):
  • SystemLanguageModel: Ultra-fast on-device code explanation (~3B parameters).
  • PrivateCloudComputeLanguageModel: E2E encrypted cloud model in macOS 27 with live quota tracking (quotaUsage).
• Developer Interfaces:
  • Standalone CLI: swiftvectorkit (alias: swiftvector)
  • Stdio JSON-RPC 2.0 MCP Server for Cursor, Claude Code, Antigravity, and xcrun mcpbridge.
  • Native macOS AppIntents for Siri, Shortcuts, and Spotlight.

---

📦 Installation

Homebrew (Recommended for macOS CLI & MCP)

brew install alexpospekhov/tap/swiftvectorkit
swiftvectorkit status

Swift Package Manager (Xcode Projects & Build Plugins)

dependencies: [
    .package(url: "https://github.com/alexpospekhov/SwiftVectorKit.git", from: "0.1.0")
]

Precompiled Standalone CLI (macOS arm64)

Download the attached swiftvectorkit-macos-arm64.tar.gz archive from this release:

curl -fsSL https://github.com/alexpospekhov/SwiftVectorKit/releases/download/v0.1.0/swiftvectorkit-macos-arm64.tar.gz | tar -xz
sudo mv swiftvectorkit swiftvector /usr/local/bin/
swiftvectorkit status