Borrowing it
Nothing to install: this file belongs to hydroCoderClaud/mcp-hydrocoder-vision. 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/hydroCoderClaud/mcp-hydrocoder-vision/master/CLAUDE.mdgit clone --depth 1 https://github.com/hydroCoderClaud/mcp-hydrocoder-visionWrote 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/hydrocoderclaud/mcp-hydrocoder-vision/claude-md)<a href="https://agentmods.dev/instructions/hydrocoderclaud/mcp-hydrocoder-vision/claude-md"><img src="https://agentmods.dev/badge/instructions/hydrocoderclaud/mcp-hydrocoder-vision/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/hydrocoderclaud/mcp-hydrocoder-vision/claude-md"><img src="https://agentmods.dev/badge/instructions/hydrocoderclaud/mcp-hydrocoder-vision/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 | $0.00413 | $0.00413 |
| Opus 5.5 | $0.00165 | $0.00165 |
| Sonnet 5.5 | $0.00083 | $0.00083 |
| Haiku 4.5 | $0.00041 | $0.00041 |
Grade B, and why
mcp-hydrocoder-vision CLAUDE.md scanned grade B 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 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
To use with Claude Code (global installation via npm), add to `~/.claude/settings.json`: What it actually says
CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
Commands
npm install # Install dependencies
npm run build # Build TypeScript to dist/ (optional, for production)
npm run dev # Run in watch mode
npm start # Start the server using tsx (development)
Architecture
This is an MCP (Model Context Protocol) server that enables image analysis using Qwen3 VL 4B running locally via LM Studio.
Key components:
src/index.ts- Main server entry point using@modelcontextprotocol/sdk- Three tools exposed:
analyzeImage,extractText,describeForCode - All image processing converts to base64 and sends to LM Studio's OpenAI-compatible API
- Input validation via Zod schemas
- Uses
tsxfor running TypeScript directly (no build required for development)
Environment variables:
LM_STUDIO_URL- LM Studio API endpoint (default: http://localhost:1234/v1/chat/completions)VISION_MODEL- Model name (default: Qwen3-VL-4B-Instruct)
Configuration
To use with Claude Code (global installation via npm), add to ~/.claude/settings.json:
{
"mcpServers": {
"hydrocoder-vision": {
"command": "npx",
"args": ["-y", "mcp-hydrocoder-vision"],
"env": {
"LM_STUDIO_URL": "http://localhost:1234/v1/chat/completions",
"VISION_MODEL": "Qwen3-VL-4B-Instruct"
}
}
}
}
Requirements
- LM Studio must be running with Qwen3 VL 4B model loaded
- Node.js 18+
- TypeScript 5+ for development
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 · 53 lines · 413 tokens per session scan B 2a0eb20643a4
mcp-hydrocoder-vision CLAUDE.md is an instructions file published in the GitHub repository hydroCoderClaud/mcp-hydrocoder-vision (1 stars, last pushed 7mo ago), licensed MIT. It adds 413 tokens to every session, about $0.0017 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
mcp-hydrocoder-vision CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mcp-hydrocoder-vision CLAUDE.mdhydroCoderClaud/mcp-hydrocoder-vision | Instructions file | 1 | 7mo ago | MIT | B | 413 | Claude Code |
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| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |