Borrowing it
Nothing to install: this file belongs to olavocarvalho/vscode-runtime-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/olavocarvalho/vscode-runtime-notebook-mcp/master/CLAUDE.mdgit clone --depth 1 https://github.com/olavocarvalho/vscode-runtime-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/olavocarvalho/vscode-runtime-notebook-mcp/claude-md)<a href="https://agentmods.dev/instructions/olavocarvalho/vscode-runtime-notebook-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/olavocarvalho/vscode-runtime-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/olavocarvalho/vscode-runtime-notebook-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/olavocarvalho/vscode-runtime-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 | $0.00879 | $0.00879 |
| Opus 5.5 | $0.00352 | $0.00352 |
| Sonnet 5.5 | $0.00176 | $0.00176 |
| Haiku 4.5 | $0.00088 | $0.00088 |
Grade A, and why
vscode-runtime-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 — 99 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.
Build and Test Commands
npm run build # Build extension (esbuild)
npm test # Run unit tests (vitest)
npm run test:e2e # Run E2E tests (requires VS Code instance)
npm run watch # Build in watch mode
Architecture
VS Code extension exposing MCP tools for Jupyter notebook manipulation via HTTP server (port 49777).
src/
├── extension.ts # Entry point, activates on VS Code startup
├── mcp/
│ ├── server.ts # HTTP server + MCP StreamableHTTPServerTransport
│ └── tools/
│ ├── index.ts # Registers all tools with McpServer
│ ├── cells.ts # 14 cell tools (insert, edit, run, delete, etc.)
│ └── kernel.ts # Kernel tools (restart, interrupt, info)
├── utils/
│ ├── notebook.ts # VS Code Notebook API wrappers
│ └── output.ts # Parse cell outputs (text, images, errors)
└── schemas/ # Zod validation schemas
Key flow: MCP client → HTTP POST /mcp → McpServer.tool() handler → VS Code Notebook API → Response
Core Design Principle
"Agent execution in sync with human/UI" - When an agent executes code, the result must be identical to human execution:
- Cell persists in notebook (never deleted after execution)
- Output visible in UI with execution number
[1],[2] - Agent receives output to iterate
Reference implementation: Claude Code extension (~/.cursor/extensions/anthropic.claude-code-*/extension.js)
Critical Implementation Details
Cell Execution Wait Condition
The waitForCellExecution function in src/utils/notebook.ts must use:
// CORRECT - waits for kernel to finish
if (typeof cell.executionSummary?.success === 'boolean') { ... }
// WRONG - returns immediately (executionSummary exists but success is undefined)
if (cell.executionSummary?.success !== undefined) { ... }
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 · 99 lines · 879 tokens per session scan A 6992a55f3d6d
vscode-runtime-notebook-mcp CLAUDE.md is an instructions file published in the GitHub repository olavocarvalho/vscode-runtime-notebook-mcp (18 stars, last pushed 10mo ago), licensed MIT. It adds 879 tokens to every session, about $0.0035 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 2026-08-30.
vscode-runtime-notebook-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| vscode-runtime-notebook-mcp CLAUDE.mdolavocarvalho/vscode-runtime-notebook-mcp | Instructions file | 18 | 10mo ago | MIT | A | 879 | Claude Code |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 275k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |