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vbot-mind-mcp: Instructions file for Claude Code

CLAUDE.md

vbot-mind-mcp CLAUDE.md is an instructions file for Claude Code from sandraschi/vbot-mind-mcp. It costs 458 tokens per session, scanned A, original, MIT.

Project instructions for V-Bot Mind MCP, a system that connects game engines such as Godot and Unity with language-model services to create AI characters.

In plain words
What is it for?
Use them when installing dependencies, running the backend or web interface, checking code, running tests, or working on the robot's tools and agent workflows.
Why use it?
They document the project's identity, technology stack, commands, ports, and architecture so development work follows the existing setup.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions CLAUDE.md.

This is sandraschi/vbot-mind-mcp's own configuration. It tells Claude Code how to work on vbot-mind-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything vbot-mind-mcp configures →

not rated 2repo today A scan 458 tokens original MIT
View source ↗ sandraschi/vbot-mind-mcp
Reuse

Borrowing it

Nothing to install: this file belongs to sandraschi/vbot-mind-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/sandraschi/vbot-mind-mcp/master/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/sandraschi/vbot-mind-mcp

Made for: Claude Code.

Wrote this? Show the measurements

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Per session 458 This file is loaded in full into every session.
When invoked 458 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00458 $0.00458
Opus 5.5 $0.00183 $0.00183
Sonnet 5.5 $0.00092 $0.00092
Haiku 4.5 $0.00046 $0.00046

Measured 2mo ago against content hash 63049800d621, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

vbot-mind-mcp CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

CLAUDE.md · 36 lines

What it actually says

CLAUDE.md — V-Bot Mind MCP

Project Identity

V-Bot Mind is the fleet's autonomous virtual robot brain runtime. It bridges game engines (Godot, Unity3D, Resonite) with LLM inference (Ollama, LM Studio) to create AI NPCs that perceive, think, remember, and act.

Stack

  • Backend: Python 3.12+, FastMCP 3.4.2+, Starlette, Pydantic v2
  • Frontend: React 18, Vite 6, Tailwind CSS 3, TypeScript
  • Ports: 11078 (backend), 11079 (frontend), 11080 (WebSocket bridge)
  • Package manager: uv (Python), npm (webapp)
  • Native: Tauri 2.0 NSIS installer (native/) — embedded PyInstaller backend

Commands

uv sync                          # install deps
uv run ruff check src/           # lint
uv run pytest                    # tests
uv run uvicorn vbot_mind.server:app --port 11078 --reload  # dev server
cd webapp && npm install && npm run dev                    # frontend

Architecture

  • src/vbot_mind/mcp/tools/vbot_mind_tools.py — Main 9-operation portmanteau
  • src/vbot_mind/mcp/tools/vbot_agentic.py — Agentic workflow with ctx.sample()
  • src/vbot_mind/mcp/models/portmanteau.py — Discriminated unions
  • src/vbot_mind/mcp/server.py — Dual-transport server (stdio + HTTP)
  • src/vbot_mind/api/app.py — Starlette app for webapp

Key Design Choices

  • In-memory bot registry (migrate to SQLite in Phase 2)
  • LLM calls via httpx to Ollama-compatible API (no openai dependency)
  • Portmanteau pattern: 9 operations in one tool, discriminated union models
  • Dual transport required (stdio for IDE, HTTP for webapp/engine bridge)
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 36 lines · 458 tokens per session scan A 63049800d621

Subscribe to this mod's changes

vbot-mind-mcp CLAUDE.md is an instructions file published in the GitHub repository sandraschi/vbot-mind-mcp (2 stars, last pushed today), licensed MIT. It adds 458 tokens to every session, about $0.0018 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Building agentsGame development
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