Borrowing it
Nothing to install: this file belongs to lesleslie/graphics-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/lesleslie/graphics-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/lesleslie/graphics-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/lesleslie/graphics-mcp/agents-md)<a href="https://agentmods.dev/instructions/lesleslie/graphics-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/lesleslie/graphics-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.
<a href="https://agentmods.dev/instructions/lesleslie/graphics-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/lesleslie/graphics-mcp/agents-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 | $0.00406 | $0.00406 |
| Opus 5.5 | $0.00162 | $0.00162 |
| Sonnet 5.5 | $0.00081 | $0.00081 |
| Haiku 4.5 | $0.00041 | $0.00041 |
Grade A, and why
graphics-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 1mo 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.
What it actually says
Repository Guidelines
Project Structure & Module Organization
graphics_mcp/contains the server package, including backend integrations, tool implementations, and image-processing helpers.settings/stores configuration defaults, andtests/should mirror the package structure for backend and tool coverage.README.mdandCLAUDE.mdshould remain the primary operator-facing documentation; avoid hiding important behavior in ad hoc scripts.- Generated artifacts in
dist/should be treated as build output.
Build, Test, and Development Commands
uv sync --group devinstalls development dependencies.- Use the repo's documented local serve commands for stdio or HTTP smoke tests.
uv run pytestexecutes the test suite.uv run ruff check graphics_mcp testsanduv run ruff format graphics_mcp testscover linting and formatting.
Coding Style & Naming Conventions
- Use explicit typing, validate file inputs, and keep tool handlers thin.
- Prefer backend-specific helpers beneath the package rather than packing logic into server entrypoints.
- Keep module names snake_case and user-facing tool responses structured and predictable.
Testing Guidelines
- Add coverage for image transformations, path validation, and failure modes.
- Prefer fixture-based image assets and deterministic outputs where possible.
Commit & Pull Request Guidelines
- Use focused commits such as
fix(convert): preserve alpha channel on resize. - PRs should mention backend impact, validation commands, and any output differences.
Security & Configuration Tips
- Validate file paths and format conversions carefully.
- Never trust user-supplied paths or unchecked image metadata.
Built on Oneiric for runtime configuration and mcp-common for the FastMCP baseline. Crackerjack gates every commit.
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.
- 1mo ago Changed · +4 lines · +71 tokens per session 2f801bcc13b1
- 2mo ago First seen · 37 lines · 335 tokens per session scan A a8bd56c131b0
graphics-mcp AGENTS.md is an instructions file published in the GitHub repository lesleslie/graphics-mcp (1 stars, last pushed 1mo ago), licensed BSD-3-Clause. It adds 406 tokens to every session, about $0.0016 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.
graphics-mcp AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| graphics-mcp AGENTS.mdlesleslie/graphics-mcp | Instructions file | 1 | 1mo ago | BSD-3-Clause | A | 406 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,649 | 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 | 3,093 | GitHub Copilot |
| vscode model-prompts.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 2,022 | GitHub Copilot |