AInotate
<h1>
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/dontpayfull/AInotate/main/docs/brand/ainotate-logo-dark.png">
<img alt="AInotate" src="https://raw.githubusercontent.com/dontpayfull/AInotate/main/docs/brand/ainotate-logo.png" width="360">
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</h1>
**Annotated screenshots for AI agents: the agent shows you the button instead of describing where it is.**
[Website](https://www.dontpayfull.com/labs/ainotate/) · [Get started](https://www.dontpayfull.com/labs/ainotate/#get-started) · [Privacy](https://www.dontpayfull.com/labs/ainotate/legal/#privacy)
[](https://github.com/dontpayfull/AInotate/actions/workflows/tests.yml)
[](https://pypi.org/project/ainotate/)
[](https://pypi.org/project/ainotate/)
[](https://github.com/dontpayfull/AInotate/blob/main/LICENSE)
[](https://github.com/dontpayfull/AInotate/blob/main/skills/ainotate/references/mcp.md)

Ask an agent how to post a link on Hacker News and you usually get
directions: the orange bar at the top, the last link after *jobs*. With
AInotate it sends the picture above instead and says "click *submit*,
where the blue arrow points".
It captures a web page, a window or a screenshot you already have, finds
the elements you mean, draws numbered steps, arrows, boxes and labels
where they hide the least, blacks out emails and tokens, and looks at the
result before sending it. It works in Claude Code, Cowork, Claude Desktop,
Codex, Gemini CLI, Cursor and any other MCP client, and from the command
line or Python.
We built it at [DontPayFull](https://www.dontpayfull.com) because our own
agents kept answering "where is it?" with a paragraph. A picture with a
number on the right button settles the question in a second, in a chat,
a ticket or a guide.
## What it is for
- **"Where is it?"** Settings, menus, buttons that hide behind icons. The
agent answers with the screen itself, the control boxed and numbered.
- **"Walk me through it."** One image per step, in the order to follow;
`ainotate guide` turns them into a Markdown, HTML or PDF guide.
- **"Your turn."** A permission switch, a 2FA code, a payment or consent
screen: the agent does not click for you. It shows exactly what to press
and says what the click does.
- **Bug reports and tickets.** What is wrong, outlined in red, what is
right in green, emails and tokens blacked out before anyone sees them.
- **Docs and changelogs.** Screenshots that point at the thing the text
talks about, re-shot from the same spec when the UI changes; before and
after plates for a change.
## Set it up in your agent
**1. Install**, one of:
| With | Command |
|---|---|
| Homebrew (macOS) | `brew install dontpayfull/tap/ainotate` |
| pipx or uv (Python 3.10+) | `pipx install "ainotate[all]"` or `uv tool install "ainotate[all]"` |
| Claude plugin | only [uv](https://docs.astral.sh/uv/): step 2 brings AInotate along |
| Claude Desktop extension | nothing to install first |
Then `ainotate doctor` checks the machine and prints the exact fix for
anything missing, including the one command that downloads Chromium for
web capture. To update later: `brew upgrade ainotate`, `pipx upgrade
ainotate` or `uv tool upgrade ainotate`; the plugin with `/plugin
marketplace update ainotate`; the Desktop extension by opening the newer
`.mcpb` from Releases.
**2. Connect it** to the agent you use:
| Agent | How |
|---|---|
| Claude Code | `/plugin marketplace add dontpayfull/AInotate`, then `/plugin install ainotate@ainotate`: skill and MCP server in one step |
| Cowork | Customize > Plugins > Add marketplace > `dontpayfull/AInotate`, then install AInotate |
| Claude Desktop | download `ainotate-<version>.mcpb` from [Releases](https://github.com/dontpayfull/AInotate/releases/latest) and open it: a one-click extension |
| Codex | `codex plugin marketplace add dontpayfull/AInotate`, then `codex plugin add ainotate@ainotate`: skill and MCP server |
| Gemini CLI | `gemini extensions install https://github.com/dontpayfull/AInotate`: skill and MCP server |
| Cursor | [](https://cursor.com/install-mcp?name=ainotate&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyItLWZyb20iLCJhaW5vdGF0ZVthbGxdIiwiYWlub3RhdGUiLCJtY3AiXX0=) (needs [uv](https://docs.astral.sh/uv/)), plus the skill below |
| VS Code, Cline, other MCP clients | command `ainotate`, arguments `mcp` (stdio); also listed in the [MCP Registry](https://registry.modelcontextprotocol.io) as `io.github.dontpayfull/ainotate`; agents can follow [llms-install.md](https://github.com/dontpayfull/AInotate/blob/main/llms-install.md) |
```json
{"mcpServers": {"ainotate": {"command": "ainotate", "args": ["mcp"]}}}
```
AInotate runs on your own computer: Cowork reaches it through the Claude
desktop app, so keep the app open while a task uses it. The plugin runs
AInotate with `uvx`, pinned to its release, so it needs
[uv](https://docs.astral.sh/uv/).
The **skill** teaches an agent when and how to annotate: pick a source,
find exact positions, annotate, read the image to verify, deliver. The
plugin brings it along; without the plugin it ships with the package:
```bash
ainotate install-skill # Claude Code and Codex (~/.claude/skills, ~/.agents/skills)
ainotate install-skill --zip ~/Desktop # a ZIP for Claude Desktop, Cowork, claude.ai:
# Customize > Skills > Upload a skill
npx skills add dontpayfull/AInotate # any agent the skills CLI knows (Cursor, Windsurf, ...)
```
Config paths for every OS, permissions and the tool list:
[skills/ainotate/references/mcp.md](https://github.com/dontpayfull/AInotate/blob/main/skills/ainotate/references/mcp.md).
**3. Ask.** "Show me where to switch Wikipedia to dark mode." The agent
captures the page, annotates it, checks it and sends the image. With the
skill it also does this on its own whenever an answer depends on where
something is on the screen: a "how do I" question, a visual bug, a
before/after of a change.
## Gallery
Every image below was made in one `shoot` call against a public site:
open the page, find the elements, place the labels, draw, frame. The specs
are in [docs/images/specs](https://github.com/dontpayfull/AInotate/tree/main/docs/images/specs).
| | |
|---|---|
|  |  |
| **Numbered steps** on the busy header of [DontPayFull](https://www.dontpayfull.com), coupons for 20,000+ stores | **Box, arrow and highlight** on GitHub |
|  |  |
| **Step-by-step guide** with browser chrome and a gradient frame | **Bug report**, emails redacted automatically by the privacy scan |
|  |  |
| **Magnifier and keycaps** for tiny controls and shortcuts | **Before / after** plate from two shots |

<p align="center"><b>Four arrow styles</b>: <code>skitch</code> (default: straight when the way is clear, a gentle bend when it is long and diagonal, a curve around text), <code>curved</code>, <code>straight</code>, <code>line</code></p>
<p align="center">
<img src="https://raw.githubusercontent.com/dontpayfull/AInotate/main/docs/images/phone.png" width="360" alt="Wikipedia on a phone-sized viewport with the menu and search buttons numbered">
<br><b>Phone preset</b>: mobile viewport, touch and user agent
</p>
## Labels that stay off the content

A label dropped at a fixed spot next to its target usually lands on the
text the reader needs. AInotate places every label itself:
- It maps the page content first (text, icons, lines, images) and tries
hundreds of spots per label. Empty space near the target wins; a spot
over text is used only when the frame has no free room.
- Arrows are priced too: a long arrow, or one that crosses text, another
label or another mark, loses to a shorter, cleaner one. When the
straight path crosses text, the arrow curves around it.
- All labels are planned together, so the first one cannot take the only
clean spot a later one needs.
- Step badges sit on the corner of their box that covers the least.
The image is never enlarged to make room. If a label still has to cover
something, AInotate says so in a warning, and `label_at` pins a label
exactly where you want it.
## From the command line
Save this as `hn.json`:
```json
{"url": "https://news.ycombinator.com",
"frame": {"chrome": "browser"},
"marks": [
{"type": "step", "n": 1, "target": {"text": "new", "exact": true},
"label": "Newest"},
{"type": "step", "n": 2, "target": {"text": "login"},
"label": "Sign in"}]}
```
```bash
ainotate shoot hn.json --draft # temp file; drop --draft to save
```
The output path is printed on stdout. Images are saved to
`~/Pictures/AInotate` unless you configure another folder. `ainotate --help`
lists every command (capture, annotate, locate by OCR, grid, zoom, window
capture with UI element targets, elements, guide, compare, animate, copy,
install-skill); the full spec is in
[skills/ainotate/references/spec.md](https://github.com/dontpayfull/AInotate/blob/main/skills/ainotate/references/spec.md). Exit codes: `0` ok,
`1` cannot save, `2` invalid spec, `3` cannot draw, `4` capture failed or an
optional dependency is missing, `5` ambiguous text target, `6` target not
found.
**Python.** The same pipeline is importable:
```python
from ainotate.shoot import shoot
res = shoot({"url": "https://en.wikipedia.org/wiki/Screenshot",
"marks": [{"type": "box",
"target": {"text": "View history"},
"label": "Past edits"}]}, draft=True)
print(res.paths[0], res.redactions)
```
## Features
- **Marks:** numbered `step`, `box`, `arrow`, `click` ripple, `keys`
(keycaps), `magnify` (loupe), `highlight`, `spotlight`, `text`, solid
`redact`, and decorative `blur` / `pixelate`.
- **Placement that reads well:** labels go to free space near their
target and are planned together; arrows are tapered Skitch-style
shapes with a soft shadow that curve around text (see
[Labels that stay off the content](#labels-that-stay-off-the-content)).
Warnings for overlapping labels, crossing arrows, more than 6 marks or
labels over 4 words.
- **Web capture in one call:** `ainotate shoot` opens a page (laptop, wide
or phone preset), runs actions (click, fill, wait, scroll), measures
each target, redacts, annotates and saves.
- **Any browser:** its own Playwright Chromium, Firefox or WebKit, or
attach over CDP to a Chromium you already use and are logged into
(Chrome, Edge, Brave, Arc, BrowserOS). The preset is applied to that one
tab and restored afterwards.
- **Any image:** `locate` finds text by OCR (Apple Vision, Windows OCR or
Tesseract); `grid` and `zoom` locate icons at full resolution. Screen,
window and clipboard capture are built in.
- **Desktop apps on macOS:** `ainotate window ID --target` measures
buttons, switches and fields through the Accessibility API, so marks sit
exactly on the control, icons included; `ainotate elements --app NAME`
lists what it can find.
- **Frames:** gradient backgrounds (auto from the screenshot, or presets),
rounded corners, shadow, browser or window chrome, social aspect ratios.
- **Sharing:** guides in Markdown, HTML and PDF; before/after plates;
APNG and GIF animations; copy to the clipboard.
- **Strict specs:** a typo stops the run with a list of every problem
instead of saving a wrong or unredacted image. Clear exit codes.
- **Diacritics:** bundled Inter font, so Romanian, German, French and
other Latin-script labels render correctly everywhere.
## Privacy
- **Redaction is solid.** `redact` paints an opaque block. AInotate never
uses blur to hide data: blur and pixelation can be reversed. `blur` and
`pixelate` exist only to de-emphasize clutter, and a mark flagged
`"sensitive": true` is refused for them.
- **Automatic redaction is on for web shots.** `shoot` scans the live
page (text and input values) for emails, phone numbers, card numbers,
IBANs, API keys, tokens, JWTs, password and personal-data fields, and
blacks them out. On images it runs on OCR when you pass
`--privacy auto`. You can allow-list your own addresses or add regexes.
- **It is best-effort.** Detection misses things: text drawn in images or
canvas, unusual formats, data split across elements, embedded frames
from other sites (reported, not redacted). Always look at the image
before you share it. The skill makes this check mandatory for agents.
- **Local.** Capture, OCR and rendering run on your machine. AInotate makes
no network requests of its own beyond loading the pages you ask it to
capture.
## Platform support
| | macOS | Windows | Linux |
|---|---|---|---|
| Annotate, frames, export | verified | experimental | experimental |
| Web capture (Playwright, CDP) | verified | experimental | experimental |
| Screen and window capture | verified | experimental | experimental (X11) |
| UI elements (`window --target`, `elements`) | verified (Accessibility) | not yet | not yet |
| OCR (`locate`, text targets) | verified (Vision) | experimental (Windows OCR) | experimental (Tesseract) |
| Clipboard | verified | experimental | experimental |
| MCP server | verified | experimental | experimental |
**Experimental** means implemented and unit-tested with mocks, not yet
verified on real Windows or Linux machines. Reports are welcome.
## License
Copyright © 2026 [DontPayFull](https://www.dontpayfull.com).
AInotate is free software under the
[GNU Affero General Public License v3.0 or later](https://github.com/dontpayfull/AInotate/blob/main/LICENSE). If you run a
modified AInotate as a network service, the AGPL requires you to offer its
source to the users of that service.
Bundled and derived third-party work (the Inter font, arrow proportions
from Arrowshot, a label-placement idea from github/awesome-copilot) and
dependency licenses are listed in [NOTICE](https://github.com/dontpayfull/AInotate/blob/main/NOTICE).
---
<p align="center">
Made with ❤️ by the <a href="https://www.dontpayfull.com">DontPayFull</a> team<br>
<sub>Coupons & discount codes for 20,000+ stores</sub>
</p>
<!-- mcp-name: io.github.dontpayfull/ainotate -->
TDQS
Scored across 16 tools
Each tool targets a distinct resource or stage: capture_web/capture_window/capture_screen differ by source, shoot is explicitly a shortcut combining capture_web+annotate, and preview is clearly framed as a non-deliverable debug render. The locate vs grid+zoom split (text vs non-text) and the annotate/make_guide/compare/animate outputs are all spelled out, so misselection is unlikely.
Names mix bare verbs (annotate, preview, shoot, locate, compare, animate) with verb_noun compounds (capture_web, list_windows, make_guide, copy_to_clipboard) and bare nouns (grid, zoom, doctor). Every name is readable and snake_case is used throughout, but there is no single predictable pattern.
16 tools is slightly on the heavy side but each earns its place, covering capture, coordinate-finding, annotation, composition, delivery and diagnostics without obvious redundancy. It fits the multi-stage screenshot-annotation workflow well.
The surface covers the full lifecycle: acquire (web/window/screen/clipboard), locate coordinates (OCR/grid/zoom), annotate, compose (guide/compare/animate), deliver (clipboard/file) and self-diagnose (doctor). Minor gaps like a general crop/convert or image-info utility exist, but agents can work around them via annotate's crop.