A local MCP server that summarises images using OpenAI-compatible chat-completion services. MCP is a standard way for an AI agent to call an external tool.

Sending images for summarisation through an OpenAI-compatible endpoint.

It gives a coding agent a way to obtain text summaries of images through a configured compatible service.

image_mcp — MCP server for Claude Code and Codex by karlcc: A local MCP server that summarises images using OpenAI-compatible…

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods

npx agentmods add mcp/karlcc/image_mcp/image_mcp

Clone the repo

git clone --depth 1 https://github.com/karlcc/image_mcp

Made for: Claude Code, Codex, Cursor.

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/mcp/karlcc/image_mcp/image_mcp.svg)](https://agentmods.dev/mcp/karlcc/image_mcp/image_mcp)

Your own site

<a href="https://agentmods.dev/mcp/karlcc/image_mcp/image_mcp"><img src="https://agentmods.dev/badge/mcp/karlcc/image_mcp/image_mcp.svg" alt="Measured on agentmods" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin fork From a forked repository.

Security

Grade A, and why

image_mcp 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 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.

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.

listed in the official MCP registry · 9 lines

What it actually says

{ "image_mcp": { "command": "npx", "args": [ "-y", "@karlcc/image_mcp" ] } }

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.

4d ago First seen · 9 lines scan A fe15fd32e46a

Subscribe to this mod's changes

image_mcp is an MCP server published in the GitHub repository karlcc/image_mcp (0 stars, last pushed 3mo ago), licensed MIT. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. It comes from a forked repository.

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