ocular runs on your own machine — the client starts it, so there is no endpoint to ping. 42 installs a week from npm. Last commit 12 Aug 2026.
Vision tools for coding agents: screenshots, OCR, UI diffs, errors, tables, and charts.
Today is the operative word: we check ocular every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add ocular -- npx -y ocular-mcp
{
"mcpServers": {
"ocular": {
"args": [
"-y",
"ocular-mcp"
],
"command": "npx"
}
}
}
[mcp_servers.ocular]
command = "npx"
args = ["-y", "ocular-mcp"]
{
"mcpServers": {
"ocular": {
"args": [
"-y",
"ocular-mcp"
],
"command": "npx"
}
}
}
{
"mcpServers": {
"ocular": {
"args": [
"-y",
"ocular-mcp"
],
"command": "npx"
}
}
}
Deterministic UI extraction and screenshot diffing for AI coding agents.
UI design from prompts, screenshots, and URLs for AI coding agents and theme tokens.
Figma MCP server for AI agents. 9 tools: design context, variables, screenshots, and FigJam.
AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, video. 49 tools.
Verification browser for coding agents: headless WebKit, DOM eval, screenshots, pixel-diff.
Turn videos, PDFs, screenshots, and articles into anchored, cached understanding for agents.
Screenshot, diff, audit and sitemap-capture any web page — 5 MCP tools for AI agents.
Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI Automation, OCR
Answers built from our own checks of this server.