# Mlola UI (remote · ui.mlola.com)

Mlola UI components, tokens and design rules for coding agents, with a markup checker

- Trust score: 85/100 (high trust)
- Change this week: 0
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `ui.mlola.com`: 85/100 (this document), [markdown](https://verifymcp.io/servers/mlolahq-mlola-ui/ui.md), [page](https://verifymcp.io/servers/mlolahq-mlola-ui/ui)
- npm · `mlola-ui`: 95/100, [markdown](https://verifymcp.io/servers/mlolahq-mlola-ui/mlola-ui.md), [page](https://verifymcp.io/servers/mlolahq-mlola-ui/mlola-ui)

## Channel facts

- Endpoint: `https://ui.mlola.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.14.3`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 74/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 84/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 1134 tokens (~103/item across 11 items; 9 tools + 2 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 100/100
  - No destabilizing schema changes in the last 30 days.
- **Tool Coverage**: 82/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 45% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 9 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 11 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.
  - Supports UI / widget rendering.

## Install

### How do I install the Mlola UI MCP server?

Mlola UI is a hosted endpoint at https://ui.mlola.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http mlolahq-mlola-ui 'https://ui.mlola.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "mlolahq-mlola-ui": {
      "url": "https://ui.mlola.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "mlolahq-mlola-ui": {
      "type": "http",
      "url": "https://ui.mlola.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.mlolahq-mlola-ui]
url = "https://ui.mlola.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "mlolahq-mlola-ui": {
      "type": "remote",
      "url": "https://ui.mlola.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add mlolahq-mlola-ui --url 'https://ui.mlola.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  mlolahq-mlola-ui:
    url: "https://ui.mlola.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "mlolahq-mlola-ui": {
      "Transport": "http",
      "Url": "https://ui.mlola.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add mlolahq-mlola-ui -t streamable-http -u 'https://ui.mlola.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "mlolahq-mlola-ui": {
      "type": "http",
      "url": "https://ui.mlola.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-10-27 (score 85, 0)

- [security] Stability: 0.97 → pass

### 2026-10-26 (score 85, +1)

No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-24 (score 84, +1)

No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-22 (score 83, +1)

- [functional] Server version: 1.14.2 → 1.14.3

### 2026-10-19 (score 82, +1)

No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-17 (score 81, +1)

- [functional] Server version: 1.14.1 → 1.14.2
- [functional] Server version: 1.14.0 → 1.14.1

### 2026-10-16 (score 80, 0)

- [functional] Server version: 1.13.2 → 1.14.0

### 2026-10-15 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (9)

### `get_design_rules` (~44 tokens)

Mlola design rules

The rules for building UI with Mlola: compose first, color by role, measure with the scales, shared state words, touch and focus. Read once before writing UI.

### `search_components` (~81 tokens)

Search Mlola components

Find components, blocks, pages and templates by what they do (for example 'date range', 'chat input', 'pricing'). Returns name, tier (free or Mlola Pro) and a one-line description.

Input parameters:

- `kind` (string)
- `query` (string): Words describing what you need. Empty lists everything.
- `tier` (string)

### `get_component` (~80 tokens)

How to use a Mlola component

Everything needed to use one item: import, every prop with fixed values (variant, tone, size, side…) and its default, the classes it styles and the data-* values each reacts to, dependencies and the install command. Set include_source to read a free component's source.

Input parameters:

- `include_source` (boolean)
- `name` (string, required)

### `get_tokens` (~70 tokens)

Mlola design tokens

The --ml-* tokens grouped by purpose (planes and ink, color roles, spacing, type, density, shape, depth, motion, layers…). Filter with a group name or part of a token name.

Input parameters:

- `group` (string): For example 'spacing', 'color', 'shadow', 'radius'.

### `check_markup` (~135 tokens)

Check markup against the Mlola contract

Checks HTML or JSX: classes that do not exist, variant classes, data-* values a class does not react to, utility classes, misuse of data-theme or data-mode, and in style attributes, <style> blocks and utility classes (bg-[#fafafa]) hand-written colors, spacing written by hand instead of the --ml-space-* scale, overridden theme tokens and text faded with opacity. Each issue names its line. Run it on markup you wrote before finishing: pass the whole page or file, <style> blocks included, not an excerpt, since it only checks what it is given.

Input parameters:

- `markup` (string, required)

### `get_render_catalog` (~83 tokens)

Mlola Render catalog

The components an agent may compose at runtime with Mlola Render, as A2UI v0.9 messages: each component's props and allowed values, how surfaces, data binding and actions work, and complete examples. Read once before composing a surface. format "schema" returns the A2UI catalog (JSON Schema) instead.

Input parameters:

- `format` (string)

### `check_render` (~148 tokens)

Check Mlola Render messages

Checks A2UI messages (createSurface, updateComponents, updateDataModel, deleteSurface) against the Mlola Render catalog before they render: components and props that do not exist, values a component does not offer, colors or styles set by hand, fields and controls without a name, a missing root, children that do not exist or form a loop, headings that skip a level, values outside a range. Each error names its JSON Pointer path and the fix. Pass every message of the surface: one object, an array, or JSON Lines.

Input parameters:

- `messages` (required): The A2UI messages: an array of message objects, one message, or their JSON text (JSON Lines works too).

### `render_ui` (~122 tokens)

Show Mlola Render UI

Shows an interface in the conversation: a form, a status card, a table of results. Pass A2UI messages composed from the Mlola Render catalog (read get_render_catalog first); they are checked, and drawn with Mlola components where the host shows MCP Apps. When the person presses a button, their next message carries the A2UI action with what they entered. Where the host shows no apps, this answers with the check's report.

Input parameters:

- `messages` (required): The A2UI messages of the surface: createSurface, updateComponents, updateDataModel.

### `get_install_command` (~87 tokens)

How to install Mlola components

How to set Mlola up: the commands to run in a project to add components, blocks, pages or templates (with the license step for Mlola Pro items), and the stylesheet link and script for a page with no build step. Leave names out for the setup alone.

Input parameters:

- `names` (array): Item names from search_components, for example ["button", "date-picker"].

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/mlolahq-mlola-ui/ui#diagnostics

## Score history

- 2026-11-05: 85
- 2026-11-04: 85
- 2026-11-03: 85
- 2026-11-02: 85
- 2026-11-01: 85
- 2026-10-31: 85
- 2026-10-30: 85
- 2026-10-29: 85
- 2026-10-28: 85
- 2026-10-27: 85
- 2026-10-26: 85
- 2026-10-25: 84
- 2026-10-24: 84
- 2026-10-23: 83
- 2026-10-22: 83
- 2026-10-21: 82
- 2026-10-20: 82
- 2026-10-19: 82
- 2026-10-18: 81
- 2026-10-17: 81
- 2026-10-16: 80
- 2026-10-15: 80
- 2026-10-14: 79
- 2026-10-13: 79
- 2026-10-12: 78
- 2026-10-11: 78
- 2026-10-10: 77
- 2026-10-06: 76
- 2026-10-05: 75
- 2026-10-04: 75

## Common questions

### What is the Mlola UI MCP server?

Mlola UI is an MCP server listed in the public MCP registry as io.github.mlolahq/mlola-ui. Mlola UI components, tokens and design rules for coding agents, with a markup checker. This page covers its hosted endpoint (https://ui.mlola.com/mcp).

### Is the Mlola UI MCP server safe to use?

Mlola UI scores 85 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Mlola UI MCP server expose?

Mlola UI exposes 9 tools: get_design_rules, search_components, get_component, get_tokens, check_markup, and 4 more. Their descriptions and schemas cost roughly 850 tokens of context every time the server is loaded.

### Does the Mlola UI MCP server require authentication?

No. We connected to Mlola UI without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Mlola UI MCP server still maintained?

Mlola UI is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://ui.mlola.com/mcp
- Repository: https://github.com/mlolahq/mlola-ui
- Website: https://ui.mlola.com/docs/agents
- Changelog RSS feed: https://verifymcp.io/servers/mlolahq-mlola-ui/ui.xml
- Changelog JSON feed: https://verifymcp.io/servers/mlolahq-mlola-ui/ui.json
- HTML version of this page: https://verifymcp.io/servers/mlolahq-mlola-ui/ui