AI UX PlaygroundNewsletterJoin 2K+ AI designers and PMs on Substack. New teardowns, patterns, and prompts as they drop.

UX Design

Agentation

Benji Taylor

Adds the Agentation toolbar to a Next.js app so you can click and annotate UI in the browser and send that visual feedback to your coding agent over a local MCP server. Source-available under the PolyForm Shield 1.0.0 license.

Starter prompt

After installing the skill, paste this into Cursor, Claude Code, or Codex.

Set up Agentation in this Next.js project and connect it to my agent over MCP. Verify that an annotation from the browser actually reaches you before calling it done.

SKILL.md

---
name: agentation
description: Add Agentation visual feedback toolbar to a Next.js project
---

# Agentation Setup

Set up the toolbar and, when requested, connect it to the user's coding agent.
A visible toolbar and a healthy MCP server do not prove that browser feedback
reaches the agent. Verify that final step before calling setup complete.

## Steps

1. **Inspect the project**
   - Read the project's instructions and detect its package manager.
   - Look for `agentation` and an existing `<Agentation>` mount before installing.
   - If already mounted, inspect its `endpoint` and current MCP setup. Do not
     exit just because the component exists, and do not add a duplicate mount.
   - Install `agentation` if missing, using the existing lockfile's package manager.

2. **Choose the connection mode from the request**
   - For MCP or live agent feedback, use the same HTTP server URL as the agent.
     The default local server is `http://localhost:4747`; preserve an existing
     custom port or proxy URL. Never assume the browser and agent use the same
     machine when the project is remote.
   - For manual copy/paste only, omit `endpoint` and explain that feedback remains
     in this browser. Do not silently enable a server connection.
   - If the intended mode is unclear, ask one brief question while inspecting
     the existing project. Keep working on independent setup checks.

3. **Add or update the component**

   For a Next.js App Router project, render in the root layout's body after
   children. For Pages Router, render after `Component` in `pages/_app`.
   Preserve any existing callbacks and options.

   ```tsx
   import { Agentation } from "agentation";

   // Use the actual server URL selected above for MCP sync:
   {process.env.NODE_ENV === "development" && (
     <Agentation endpoint="http://localhost:4747" />
   )}
   ```

   The package provides its own client boundary. Keep the application's root
   layout server-rendered unless the project has another reason to change it.

4. **Configure the agent when MCP was requested**
   - Use the project's existing MCP client and configuration conventions.
   - The launch command must include the `server` subcommand:
     `npx -y agentation-mcp server`.
   - For supported agents, `npx add-mcp "npx -y agentation-mcp server"` is one
     setup option. For Claude Code, use
     `claude mcp add agentation -- npx -y agentation-mcp server` or the init wizard.
   - Apply the same custom port to the server command and component endpoint.
   - Restart or reconnect the agent when its configuration requires it. Do not
     create a second HTTP server on a port already owned by the working server.

5. **Verify the complete connection**
   - Run `npx agentation-mcp doctor` for service diagnostics. For a custom URL,
     use `doctor --http-url <url>` when supported by the installed version.
   - Open the app and create one clearly identified test annotation through the
     toolbar. Read it with `agentation_get_all_pending` or session-scoped tools.
   - Check the exact test comment and page, not just a nonzero count or health
     response. Leave unrelated annotations alone.
   - If annotations are empty, check the component endpoint, browser network
     failures/CORS, and whether the agent and browser point to the same server.
   - If browser or MCP tools are unavailable, say exactly which part remains
     unverified and give the user this final check. Do not claim live sync works.

## Notes

- The development guard prevents the toolbar from appearing in production.
- Agentation requires React 18 or newer.
- Installing the toolbar does not install, configure or connect an MCP server.
- Manual copy mode is supported and does not need a running server.