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.
curl -O https://raw.githubusercontent.com/roruizf/openstudio-mcp-server/main/CLAUDE.mdgit clone --depth 1 https://github.com/roruizf/openstudio-mcp-serverWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/roruizf/openstudio-mcp-server/claude-md)<a href="https://agentmods.dev/instructions/roruizf/openstudio-mcp-server/claude-md"><img src="https://agentmods.dev/badge/instructions/roruizf/openstudio-mcp-server/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/roruizf/openstudio-mcp-server/claude-md"><img src="https://agentmods.dev/badge/instructions/roruizf/openstudio-mcp-server/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once 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 |
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.
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.tomldependencies - 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) │
└─────────────────────────────────────────────────────┘
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.
- 2mo ago First seen · 576 lines · 4,137 tokens per session scan A e07de63e156e
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.
openstudio-mcp-server CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| openstudio-mcp-server CLAUDE.mdroruizf/openstudio-mcp-server | Instructions file | 11 | 11mo ago | MIT | A | 4,137 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
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| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,685 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,086 | GitHub Copilot |
| vscode model-prompts.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 2,022 | GitHub Copilot |