Mimiq

by victorgulchenko

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About

Your AI coding agent tests pages, copy, and flows on simulated users while building. Spots bad copy, confusing UX, and conversion killers before real users do.

Details

Author
victorgulchenko
Downloads
262
Categories
Other

- Tests pages, flows, copy, text, and UI components
- Simulates each user independently with demographics and behavior
- Returns per-persona actions, monologue, objections, and suggestions
- Handles multi-step flows like signup and checkout
- Works with localhost via automatic cloudflared tunneling

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

  1. Download and install Highlight from highlightai.com/download
  2. Navigate to the plugins tab and select "Add Custom Plugin"
  3. Configure the plugin with the settings below
    Plugin Name Mimiq
    Command (node, npx, python, etc.)

    Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.

  4. Enable "Start Automatically" if you want the plugin to start when Highlight launches

From the repository

Install Mimiq by adding a streamable HTTP MCP server pointing to https://mcp.mimiqai.com/mcp in your AI agent’s configuration (e.g., .mcp.json, ~/.codex/config.toml, or Settings > MCP in Cursor). No API key is needed for the first 100 free personas; for more, set a bearer token. When testing localhost pages, the agent automatically starts a temporary cloudflared tunnel, runs the simulation, and tears it down.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "mimiq": {
            "mimiq": {
                "transport": "streamable_http",
                "url": "https://mcp.mimiqai.com/mcp"
            }
        }
    }
}

McpServers

{
    "mimiq": {
        "transport": "streamable_http",
        "url": "https://mcp.mimiqai.com/mcp"
    }
}

Mimiq MCP Server

Your AI coding agent tests pages, copy, and flows on simulated users — automatically, while you build. Spots bad copy, confusing UX, and conversion killers before real users do.

Install in VS Code Install in Cursor

Setup (30 seconds)

Claude Code

claude mcp add --transport http mimiq https://mcp.mimiqai.com/mcp

Or add to .mcp.json in your project root:

{
  "mcpServers": {
    "mimiq": {
      "type": "http",
      "url": "https://mcp.mimiqai.com/mcp"
    }
  }
}

Codex

Add to ~/.codex/config.toml (or .codex/config.toml in your project root):

[mcp_servers.mimiq]
url = "https://mcp.mimiqai.com/mcp"

With an API key, set the env var and reference it:

[mcp_servers.mimiq]
url = "https://mcp.mimiqai.com/mcp"
bearer_token_env_var = "MIMIQ_API_KEY"

Then set the env var: export MIMIQ_API_KEY=mq_sk_your_key_here

Cursor

Add to MCP settings (Settings > MCP):

{
  "mimiq": {
    "transport": "streamable_http",
    "url": "https://mcp.mimiqai.com/mcp"
  }
}

VS Code (GitHub Copilot)

Open Command Palette > "MCP: Add Server" or add to .vscode/mcp.json:

{
  "servers": {
    "mimiq": {
      "type": "http",
      "url": "https://mcp.mimiqai.com/mcp"
    }
  }
}

Windsurf

Add to ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "mimiq": {
      "serverUrl": "https://mcp.mimiqai.com/mcp"
    }
  }
}

Claude Desktop

Add to your Claude Desktop config:

{
  "mcpServers": {
    "mimiq": {
      "transport": "streamable_http",
      "url": "https://mcp.mimiqai.com/mcp"
    }
  }
}

---

No API key needed — you get 100 free personas to start.

Use it

Your agent now has access to Mimiq tools. It uses them proactively — when it builds or changes a page, it tests automatically. No need to ask.

It also works with localhost. The agent starts a temporary cloudflared tunnel, runs the simulation, and tears it down. You build, it tests, in the same flow.

Or ask directly:

> "Test my landing page on startup founders"
>
> "A/B test these two headlines on e-commerce shoppers"
>
> "Ask 20 SaaS founders which pricing model they prefer"

Tools

| Tool | What it does |
|------|-------------|
| mimiq.test_page | Test a web page — finds UX issues, confusing copy, conversion blockers |
| mimiq.test_flow | Deep interactive simulation of multi-step flows (signup, checkout) |
| mimiq.test_copy | Test copy or A/B compare two variants head-to-head |
| mimiq.test_text | Test any text content (positioning, descriptions, error messages) |
| mimiq.test_component | Evaluate UI components from HTML snippets |
| mimiq.ask_audience | Survey a synthetic audience on product decisions |

What you get back

Raw per-persona results. Each simulated user has a name, demographics, and independently decides what to do. You get:

- action: what they did (converted, engaged, or bounced)
- monologue: what they were thinking — this is where the real insights are
- objections: specific concerns that stopped them
- what_would_help: what would change their mind
- aggregate counts: how many converted, engaged, or bounced

There are no pre-computed verdicts or scores. Your AI agent analyzes the raw feedback and decides what it means.

When you need more

After 100 free personas, sign up at mimiqai.com to get an API key (Settings > API Keys), then add it to your config:

Claude Code:

claude mcp remove mimiq
claude mcp add --transport http \
--header="Authorization: Bearer mq_sk_your_key_here" \
mimiq https://mcp.mimiqai.com/mcp

Codex:

[mcp_servers.mimiq]
url = "https://mcp.mimiqai.com/mcp"
bearer_token_env_var = "MIMIQ_API_KEY"

Then: export MIMIQ_API_KEY=mq_sk_your_key_here

Cursor / VS Code / Claude Desktop / Windsurf — add a headers field:

{
"headers": {
"Authorization": "Bearer mq_sk_your_key_here"
}
}

Pricing

- 100 free personas on first use (no signup needed)
- 2,000 personas for $10 at mimiqai.com/app/usage

Self-hosting

If you're running the Mimiq backend yourself:

cd mcp-hosted
MIMIQ_API_URL=http://127.0.0.1:8000/api node src/server.js

Point your agent at http://127.0.0.1:8787/mcp. In local dev mode, no API key is required.

Docker

cd mcp-hosted
docker build -t mimiq-mcp .
docker run -p 8787:8787 -e MIMIQ_API_URL=http://host.docker.internal:8000/api -e HOST=0.0.0.0 mimiq-mcp

Environment variables

| Variable | Default | Description |
|----------|---------|-------------|
| MIMIQ_API_URL | http://127.0.0.1:8000/api | Mimiq backend URL |
| MIMIQ_API_KEY | — | Backend API key (if backend requires shared auth) |
| PORT | 8787 | Server port |
| HOST | 127.0.0.1 | Bind host (0.0.0.0 for Docker) |

Testing localhost pages

Mimiq works with localhost out of the box. When your agent calls test_page or test_flow on a local dev server, it automatically:

1. Starts a temporary cloudflared tunnel (free, no account needed)
2. Uses the public tunnel URL for the simulation
3. Tears down the tunnel when done

This is the primary workflow — test while you build, not after you deploy.

Requirement: cloudflared must be installed on the machine running the AI agent.

```bash

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