Volt HQ – MCP server comparing AI inference pricing across providers
MCP tool routing AI requests to cheapest provider—Hyperbolic at 0.4¢/M tokens vs GPT-4o at $6.25.
Three packages: @kernel.chat/agent-os (POSIX for AI agents — capabilities, namespaces, quotas, taint, audit, vault, outcomes), @kernel.chat/kbot (terminal AI agent, MCP-native, BYOK), @kernel.chat/kbot-finance (audit-grade AI for regulated industries). Provenance-engineering substrate.
23 specialist agents auto-route tasks, unlike Claude Code or Aider's single-agent approach.
Developers using terminal-based AI workflows
Claude Code · Aider · OpenCode
MCP tool routing AI requests to cheapest provider—Hyperbolic at 0.4¢/M tokens vs GPT-4o at $6.25.
Scrapes 7 TEE inference providers and their pricing; semi-manual curation.
This brings the Vercel AI SDK ergonomics into Rust with a type-safe LanguageModelRequest builder, #[tool] macros to expose callable tools, streaming text and structured JSON outputs, and compatibility with Vercel UI stacks. The sheer provider count (70+) and ready-made agent tooling are compelling for Rust shops; quality will hinge on per-provider coverage and runtime compatibility, but the docs, examples, and CI indicate serious follow-through.
Runs Foundation Models on the Neural Engine and can also host MLX/GGUF models locally while offering an in-app HuggingFace browser, on-device WhisperKit/tts, vision analysis and image/video generation — all in a native SwiftUI shell. Exposing 33+ tools over TCP via the Model Context Protocol is a clever move for automation and orchestration, but the macOS-only scope and crowded local-LLM space mean it's a powerful niche play rather than a universal winner.
Terminal AI agent with 35 specialists when Claude Code and Aider dominate.
In-process LLM inference in PHP beats the usual Python sidecar pattern.