openstudio-mcp-server: Instructions file for Claude Code

CLAUDE.md

openstudio-mcp-server CLAUDE.md is an instructions file for Claude Code from roruizf/openstudio-mcp-server. It costs 4,137 tokens per session, scanned A, original, MIT.

A developer guide for an MCP server—an interface that lets AI tools call software—for OpenStudio building-energy modelling. It explains the Docker container, required system libraries, build commands, volume mounts, and local debugging.

In plain words
What is it for?
Use it when changing dependencies or Docker setup, building the image, running the production server, or debugging it inside the container.
Why use it?
It clarifies how the server must be run and when its container needs rebuilding, avoiding environment and path-mounting errors.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md.

This is roruizf/openstudio-mcp-server's own configuration. It tells Claude Code how to work on openstudio-mcp-server 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 openstudio-mcp-server configures →

Reuse

Borrowing it

Nothing to install: this file belongs to roruizf/openstudio-mcp-server. 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/roruizf/openstudio-mcp-server/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/roruizf/openstudio-mcp-server

Made for: Claude Code.

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Per session 4,137 This file is loaded in full into every session.
When invoked 4,137 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 $0.04137 $0.04137
Opus 5.5 $0.01655 $0.01655
Sonnet 5.5 $0.00827 $0.00827
Haiku 4.5 $0.00414 $0.00414

Measured 2mo ago against content hash e07de63e156e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

openstudio-mcp-server 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 · 576 lines

How it starts

The opening of the file, as written. The whole thing — 576 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Claude AI Developer Guide - OpenStudio MCP Server

Purpose: Guide AI assistants working with this Docker-based MCP server for OpenStudio building energy modeling.

Critical Context: This server runs inside Docker to manage complex system-level OpenStudio dependencies (Python bindings, Ruby libraries, X11 libraries).


Commands Reference

Docker Build

Build the Docker image after changing dependencies or Dockerfile:

docker build -f .devcontainer/Dockerfile -t openstudio-mcp-dev .

When to rebuild:

  • After modifying pyproject.toml dependencies
  • After changing .devcontainer/Dockerfile
  • After updating OpenStudio version

Docker Run (Production)

Run the server in Docker as configured in Claude Desktop:

docker run --rm -i \
  -v C:\:/mnt/c \
  -v C:\openstudio-mcp-server:/workspace \
  -w /workspace/openstudio-mcp-server \
  openstudio-mcp-dev \
  uv run openstudio_mcp_server/server.py

Volume Mounts:

  • -v C:\:/mnt/c - Entire C: drive access (enables smart path translation)
  • -v C:\openstudio-mcp-server:/workspace - Server source code

Local Debug (Inside Container)

For testing without Claude Desktop connection:

uv run openstudio_mcp_server/server.py

Requirements:

  • Must run inside the Docker container (or with OpenStudio installed locally)
  • Container must have access to OpenStudio Python bindings via PYTHONPATH

Architecture & Components

Overview

┌─────────────────────────────────────────────────────┐
│ Claude Desktop (Client)                             │
└────────────────┬────────────────────────────────────┘
                 │ MCP Protocol (stdio)
                 ↓
┌─────────────────────────────────────────────────────┐
│ Docker Container (openstudio-mcp-dev)               │
│                                                     │
│  ┌──────────────────────────────────────────────┐  │
│  │ server.py (FastMCP Entry Point)              │  │
│  │  - Defines MCP tools                         │  │
│  │  - Handles client communication              │  │
│  │  - Routes requests to OpenStudioManager      │  │
│  └─────────────────┬────────────────────────────┘  │
│                    │                                │
│  ┌─────────────────▼────────────────────────────┐  │
│  │ openstudio_tools.py (Controller Layer)       │  │
│  │  - OpenStudioManager class                   │  │
│  │  - Minimal logic (validation, path resolution) │
│  │  - Calls openstudio_toolkit functions        │  │
│  │  - Formats responses as JSON                 │  │
│  └─────────────────┬────────────────────────────┘  │
│                    │                                │
│  ┌─────────────────▼────────────────────────────┐  │
│  │ openstudio_toolkit/ (Business Logic)         │  │
│  │  - Robust OpenStudio operations              │  │
│  │  - Direct interaction with OpenStudio API    │  │
│  │  - Pure functions (no state)                 │  │
│  │  - osm_objects/, tasks/, utils/              │  │
│  └──────────────────────────────────────────────┘  │
│                                                     │
│  System Dependencies:                               │
│  - OpenStudio 3.7.0 (installed in /usr/local/)     │
│  - Python 3.12                                      │
│  - X11 libraries (for OpenStudio rendering)        │
└─────────────────────────────────────────────────────┘

Read the full file on GitHub · 576 lines

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 · 576 lines · 4,137 tokens per session scan A e07de63e156e

Subscribe to this mod's changes

openstudio-mcp-server CLAUDE.md is an instructions file published in the GitHub repository roruizf/openstudio-mcp-server (11 stars, last pushed 11mo ago), licensed MIT. It adds 4,137 tokens to every session, about $0.0165 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.

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