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v1.0.0: Initial Release - Orchestrate Any Script into an LLM Tool in few Seconds 🛠️

v1.0.0: Initial Release - Orchestrate Any Script into an LLM Tool in few Seconds 🛠️ Latest
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@Talos-popcorn Talos-popcorn released this 06 Sep 01:05
v1.0.0
8167d35

🛠️ ToolHub v1.0.0 — The Lightweight Skill Orchestrator for LLMs

Turn ANY console script (Bun, Python, Bash, Go, PHP, etc.) into an LLM agent skill on the fly — with hierarchical directory navigation, zero-dependency sandboxing, and ultra-low latency.

Alternative to heavy Docker-based MCP servers and bloated LangChain frameworks.

⚡ Key Highlights & Architecture

  • 📁 Radix-Tree Skill Navigation: Tools are organized in an intuitive file system hierarchy (/system/logs, /database/query). Models explore skills on-demand via <hub>listTools("/path")</hub> — eliminating 15–30k token context bloat per request.
  • ⚡ Zero-Docker Sandboxing: Sub-process isolation in /tmp/hub_run_* with atomic cleanup (rm -rf) and strict execution timeouts.
  • 🔌 Multi-Language Runners: Native execution of TypeScript/JavaScript (Bun), Python 3, and Bash/Shell with automatic CLI arguments & $INPUT_* ENV injection.
  • 🔄 Hybrid MCP Engine:
    • Stateless (Stdio): On-demand execution with zero idle memory.
    • Stateful Pool (Persistent PID): Persistent background processes (Puppeteer, DB pools, SSH) with 10–30 ms warm execution.
    • MCP Promote: Convert external MCP tools into editable DB-backed tools with output schemas in 1 click.
  • 🌐 Infinite Federation: Cascaded remote ToolHub nodes with circular routing loop protection (x-hub-nodes header tracking).
  • 📦 Portable Packs (.toolpack) & Time-Machine: Export and share complete skill trees in portable JSON manifests, with an automatic database audit trail and instant version rollbacks (ToolVersion).
  • 🚀 Ultra-Low Latency: Navigation engine latency is strictly ~1.0 ms on SQLite / Fastify. Full bash isolated execution cycle is ~13 ms.

🎬 Live Integration with 🧪 lab

ToolHub integrates out-of-the-box with the open-source 🧪 lab web client (labstudio.tech):

ToolHub with Lab

🚀 Quick Start

# 1. Clone & Install
git clone https://github.com/Talos-Popcorn/toolhub.git
cd toolhub
bun install

# 2. Database & Interactive Seed
bun run db:push
bun run db:seed

# 3. Launch Development Server
bun run dev

Control Panel: http://localhost:5173/admin/ (or port 3000 in production bundle).

Full Repository: https://github.com/Talos-Popcorn/toolhub

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