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.
git clone --depth 1 https://github.com/mstocker1/Visual_Annotation_MCPInstalling this writes the configuration, not the program: `${VISUAL_ANNOTATION_PYTHON:-python}` has to be on your PATH already, or the server will not start.
Wrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/mcp/mstocker1/visual_annotation_mcp/visual-annotation)<a href="https://agentmods.dev/mcp/mstocker1/visual_annotation_mcp/visual-annotation"><img src="https://agentmods.dev/badge/mcp/mstocker1/visual_annotation_mcp/visual-annotation/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/mcp/mstocker1/visual_annotation_mcp/visual-annotation"><img src="https://agentmods.dev/badge/mcp/mstocker1/visual_annotation_mcp/visual-annotation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>Grade A, and why
visual-annotation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
{
"visual-annotation": {
"type": "stdio",
"command": "${VISUAL_ANNOTATION_PYTHON:-python}",
"args": [
"-m",
"visual_annotation_mcp"
],
"env": {}
}
}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 First seen · 11 lines scan A 7217ae9dc427
visual-annotation is an MCP server published in the GitHub repository mstocker1/Visual_Annotation_MCP (0 stars, last pushed 6mo 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. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other mcp servers, from other repositories
best-cad-mcp
Comprehensive Windows AutoCAD MCP server with 300+ specialized tools for handle-first drawing, editing, understanding, validation, visual grounding, plotting, and guarded CAD automation. Runs locally from the best-cad-mcp Python package. Needs 1 environment variable to run.
composer_kit_mcp
A Model Context Protocol (MCP) server for Composer Kit UI components and Celo Composer project creation. Runs locally from the composer_kit_mcp Python package.
agent-canvas
Local MCP canvas for Modellix image generation, editing, task recovery, and visual project work. Runs locally from the @modellix/agent-canvas npm package.
drawio
MCP server "drawio" as configured in os-tack/fcp-drawio. Runs locally from the @os-tack/fcp-drawio npm package.
tokens-studio-mcp
MCP server "tokens-studio-mcp" as configured in Blyawon/tokensStudioMCP. Runs locally from the tokens-studio-mcp npm package.
figma-dev-tools
Figma Dev Tools MCP Server v1.4.21 - Bridge Figma designs to code with AI-powered token extraction, framework-agnostic structured data, React/Vue/HTML component generation, asset downloads, XSS security protection, smart hierarchy fixing, SVG inline rende. Runs locally from the figma-dev-tools npm package.