What is vehicle-mcp AGENTS.md?

Development instructions for vehicle-mcp, an MCP server whose adapters connect to vehicle-brand APIs. An adapter is a brand-specific piece that translates one common interface into a particular service.

Use them when developing or contributing to vehicle-mcp, especially when adding vehicle adapters or changing its server tools.

They give contributors the project’s expected structure, setup reference, tool naming, and commit format.

How antonlunden/vehicle-mcp configures Codex and OpenCode

Reuse

Borrowing it

Nothing to install: this file belongs to antonlunden/vehicle-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.

Copy the file

curl -O https://raw.githubusercontent.com/antonlunden/vehicle-mcp/main/AGENTS.md

Clone the repo

git clone --depth 1 https://github.com/antonlunden/vehicle-mcp

Made for: Codex, OpenCode.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/antonlunden/vehicle-mcp/agents-md/github.svg)](https://agentmods.dev/instructions/antonlunden/vehicle-mcp/agents-md)

Your own site

<a href="https://agentmods.dev/instructions/antonlunden/vehicle-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/antonlunden/vehicle-mcp/agents-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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/antonlunden/vehicle-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/antonlunden/vehicle-mcp/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 100 This file is loaded in full into every session.

When invoked 100 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.

Model	Per session	Once invoked
Fable 5.1	$0.00100	$0.00100
Opus 5.5	$0.00040	$0.00040
Sonnet 5.5	$0.00020	$0.00020
Haiku 4.5	$0.00010	$0.00010

Measured 2mo ago against content hash 81274727a6d2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

vehicle-mcp AGENTS.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.

AGENTS.md · 9 lines

What it actually says

Agents

All vehicle adapters implement VehicleAdapter from adapters/base.py
Tool names in server.py match adapter method names
Adapters handle brand-specific API calls; server exposes unified tools
Use Conventional Commits (feat:, fix:, chore:, docs:)

See CONTRIBUTING.md for development setup and commands.

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.

2mo ago First seen · 9 lines · 100 tokens per session scan A 81274727a6d2

Subscribe to this mod's changes

vehicle-mcp AGENTS.md is an instructions file published in the GitHub repository antonlunden/vehicle-mcp (3 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 100 tokens to every session, about $0.0004 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.

Backend and APIs ai car mcp mcp-server skoda vehicle

vehicle-mcp AGENTS.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
vehicle-mcp AGENTS.mdantonlunden/vehicle-mcp	Instructions file	3	5mo ago	Apache-2.0	A	100	Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	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	yesterday	MIT	A	4,680	Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

vehicle-mcp: Instructions file for Codex