Borrowing it
Nothing to install: this file belongs to caryan/vscode-notebook-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.
curl -O https://raw.githubusercontent.com/caryan/vscode-notebook-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/caryan/vscode-notebook-mcpWrote 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/caryan/vscode-notebook-mcp/claude-md)<a href="https://agentmods.dev/instructions/caryan/vscode-notebook-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/caryan/vscode-notebook-mcp/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/caryan/vscode-notebook-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/caryan/vscode-notebook-mcp/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 | $0.03563 | $0.03563 |
| Opus 5.5 | $0.01425 | $0.01425 |
| Sonnet 5.5 | $0.00713 | $0.00713 |
| Haiku 4.5 | $0.00356 | $0.00356 |
Grade A, and why
vscode-notebook-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.
How it starts
The opening of the file, as written. The whole thing — 137 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
What this is
A VS Code extension (extensionDependencies: ms-toolsai.jupyter) that runs an embedded HTTP MCP server inside the VS Code extension host. It exposes the Jupyter notebooks already open in the user's editor — and their kernels — to MCP-compatible AI agents (Claude Code, Cursor, etc.). All notebook reads/writes/executions go through the live VS Code Notebook API, so they share state with the editor (undo/redo, the same kernel, the same outputs).
Commands
npm install
npm run build # esbuild bundle → dist/extension.js
npm run watch # rebuild on change
npm run typecheck # tsc --noEmit
npm test # @vscode/test-electron + Mocha integration suite
To run the extension: open this folder in VS Code and press F5 to launch an Extension Development Host. The dev host runs the launch config in .vscode/launch.json (which has npm: build as a preLaunchTask).
npm test requires uv on PATH — pretest runs scripts/setup-test-python.sh which uv syncs two venvs (pinned to Python 3.13 via .python-version): the main kernel env at test/fixtures/python/.venv, and test/fixtures/python-unregistered/.venv — an ipykernel-only env that no test registers with the Python extension itself, used by the step-2 kernel test to prove notebook_select_kernel can make a never-before-seen interpreter usable on its own. Tests live in test/integration/suite/ and are compiled by tsc -p tsconfig.test.json to out/. The runner downloads a fresh stable VS Code into .vscode-test/, installs ms-toolsai.jupyter into it, opens the workspace at test/fixtures/workspace/, and drives the MCP tools through an in-memory transport (no HTTP). Manual testing still uses end-to-end-test/test.ipynb opened in the dev host.
Kernel selection in tests
The Jupyter extension exposes no public API to assign a kernel to a notebook. The controller-id format Jupyter uses internally (.jvsc74a57bd0<sha256(normalizedInterpreterPath)>.<normPath>.<normPath>.-m#ipykernel_launcher) now lives in production code — controllerIdForInterpreter / normalizeInterpreterPath in src/utils/kernel.ts, mirroring getKernelId / getInterpreterKernelSpecName in microsoft/vscode-jupyter; if Jupyter changes that scheme these break. The helper selectVenvKernel in test/integration/suite/helpers.ts imports those and dispatches notebook.selectKernel, and notebook_select_kernel's python_path parameter exposes the same logic to agents so they can attach a kernel by interpreter path without hashing or popping the picker (the former roadmap item, now shipped).
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 · 137 lines · 3,563 tokens per session scan A 5a8b072a11f2
vscode-notebook-mcp CLAUDE.md is an instructions file published in the GitHub repository caryan/vscode-notebook-mcp (0 stars, last pushed 5mo ago), licensed MIT. It adds 3,563 tokens to every session, about $0.0143 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.
vscode-notebook-mcp CLAUDE.md compared with instructions from other repositories
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|---|---|---|---|---|---|---|---|
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