Borrowing it
Nothing to install: this file belongs to WLAN-Pi/wlanpi-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/WLAN-Pi/wlanpi-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/WLAN-Pi/wlanpi-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/wlan-pi/wlanpi-mcp/claude-md)<a href="https://agentmods.dev/instructions/wlan-pi/wlanpi-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/wlan-pi/wlanpi-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/wlan-pi/wlanpi-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/wlan-pi/wlanpi-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 | $0.04549 | $0.04549 |
| Opus 5.5 | $0.01820 | $0.01820 |
| Sonnet 5.5 | $0.00910 | $0.00910 |
| Haiku 4.5 | $0.00455 | $0.00455 |
Grade A, and why
wlanpi-mcp CLAUDE.md scanned grade A with 1 finding 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 4d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
One scoped exception, for pcap downloads: `get_pcap_download_url` (in `tools/capture_file.py`) mints a random, single-use ticket that expires after `DOWNLOAD_TTL_S` (300 s) and returns a link to the `GET /pcap/<ticket>` How it starts
The opening of the file, as written. The whole thing — 69 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
An MCP (Model Context Protocol) server that exposes WLAN Pi capabilities - device info, service management, Wi-Fi scanning, packet capture, profiler, Bluetooth, VLANs - to AI assistants. It is a thin bridge to the wlanpi-core API on https://localhost:31415: every tool and resource goes through that API, and nothing runs local subprocesses or reads local files. Keep it that way - if a capability has no wlanpi-core endpoint, the endpoint gets added upstream first.
Almost all of that API is REST. The one exception is packet capture, which wlanpi-core exposes only as a WebSocket (/api/v1/streaming/capture) - so wlanpi_mcp/capture/ speaks that protocol instead of HTTP. That is still core-API-only: same host, same JWT, still no local subprocess. The one deliberate exception to "no local file" is the file-backed capture family (tools/capture_file.py, see below), which persists the pcapng bytes it receives over that same WebSocket to a managed directory and reads them back - a scoped relaxation, not licence to read arbitrary device files or add other non-core transports.
Commands
# Setup (Python >= 3.13)
pip install -e ".[testing]"
# Run all tests / one file / one test
pytest
pytest tests/test_auth.py
pytest tests/test_auth.py::test_passes_token_to_downstream_context
# Run the server locally
python -m wlanpi_mcp --transport stdio # default; direct MCP client invocation
python -m wlanpi_mcp --transport streamable-http # HTTP daemon mode (uvicorn, stateless, /mcp), how systemd runs it
# Build the Debian package (dh-virtualenv, installs to /opt/wlanpi-mcp)
dpkg-buildpackage -us -uc
asyncio_mode = auto is set in pyproject.toml, so async tests don't need @pytest.mark.asyncio. Lint and format tooling is configured via tox: tox -e lint (ruff check then mypy), tox -e formatcheck (ruff format --check), and tox -e format (ruff format).
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.
- 4d ago Changed · +379 tokens per session 1b026bef6d0b
- 5d ago Changed · +29 tokens per session 4a1ed048cd08
- 23d ago Changed · +6 lines · +841 tokens per session 0db44feae78a
- 24d ago Changed · +115 tokens per session 8095307c5040
- 1mo ago Changed · +171 tokens per session 99af7ab1e964
- 1mo ago Changed · +2 lines · +281 tokens per session dfd70b066fb9
- 1mo ago Changed 1c73c8be60a7
- 1mo ago Changed · +9 lines · +1,560 tokens per session cef85de52114
- 1mo ago First seen · 52 lines · 1,173 tokens per session scan A 1b0fe043baf1
wlanpi-mcp CLAUDE.md is an instructions file published in the GitHub repository WLAN-Pi/wlanpi-mcp (6 stars, last pushed yesterday), licensed BSD-3-Clause. It adds 4,549 tokens to every session, about $0.0182 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.