Bonsai-demo

Bonsai Demo

2 articles

Setting Up Hugging Face and DeepWiki MCP Servers with Per-Chat Opt-In in Bonsai

Easily set up Hugging Face and DeepWiki MCP servers with per-chat opt-in in Bonsai. Control token costs by enabling these AI tools only when needed for specific conversations via Open WebUI.

how-to-guide

Jul 17, 2026

How Prompt Cache Reuse Works in Bonsai-Demo and When It’s Disabled in Speculative Mode

Discover how prompt cache reuse speeds up API calls by caching tokenized prompts in Bonsai-demo. Learn when speculative mode disables this optimization for crucial reprocessing.

internals

Jul 17, 2026

Have a question about this repo?

These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:

Share the following with your agent to get started:

curl -s "https://instagit.com/install.md"

Add to your MCP client configuration:

{
  "mcpServers": {
    "instagit": {
      "command": "npx",
      "args": ["-y", "instagit@latest"]
    }
  }
}

Ask your agent:

"Use Instagit MCP to understand how PrismML-Eng/Bonsai-demo works."

Works with

Claude Codex Cursor VS Code OpenClaw Any MCP Client

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