# ai.mindola/lens (remote · app.mindola.ai)

Create your digital twin: a public page that answers from your own material, with citations.

- Trust score: 71/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `app.mindola.ai`: 71/100 (this document), [markdown](https://verifymcp.io/servers/ai-mindola-lens/mcp-lens.md), [page](https://verifymcp.io/servers/ai-mindola-lens/mcp-lens)

## Channel facts

- Endpoint: `https://app.mindola.ai/mcp/lens`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.2`

## 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 2026-08-03.

- **Endpoint Security**: 80/100
  - 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.
  - The HSTS (Strict-Transport-Security) header is present.
  - 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**: 65/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 683 tokens (~227/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 10/100
  - Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 98/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 94% of tool parameters carry a description.
  - Structured output schemas are declared (33% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http ai-mindola-lens https://app.mindola.ai/mcp/lens
```

### Codex

```toml
[mcp_servers.ai-mindola-lens]
url = "https://app.mindola.ai/mcp/lens"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-mindola-lens": {
      "type": "remote",
      "url": "https://app.mindola.ai/mcp/lens",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ai-mindola-lens --url https://app.mindola.ai/mcp/lens --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  ai-mindola-lens:
    url: "https://app.mindola.ai/mcp/lens"
```

### Other

```json
{
  "mcpServers": {
    "ai-mindola-lens": {
      "type": "http",
      "url": "https://app.mindola.ai/mcp/lens"
    }
  }
}
```

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.

### 2026-08-02 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 70, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-07-31 (score 70)

First indexed and scored.

## MCP tools (3)

### `create_digital_twin_lens` (~382 tokens)

Create a Mindola lens

Create a shareable Mindola lens (AI clone) from a profile the user has approved in this conversation. Call this only after summarizing the proposed lens for the user and receiving explicit confirmation. Use only information the user provided or confirmed in the conversation; do not claim access to hidden memory, private chats, or external accounts.

Input parameters:

- `accentColor` (string): Optional hex color, for example #4f46e5.
- `audience` (string): Who this lens is intended to help or answer questions for.
- `bio` (string): A concise first-person or third-person biography assembled from user-confirmed information.
- `boundaries` (array): Things the lens should not claim, discuss, or answer beyond. Ask the user to confirm these before calling.
- `context` (string): Extra grounding context for how the lens should answer. Use only information the user confirmed.
- `displayName` (string): The user's preferred public name for the lens, after they confirm it.
- `expertise` (array): Specific domains, skills, or interests the user confirmed.
- `facts` (array): Concrete user-approved facts to seed the lens memory. Each item should stand alone.
- `locale` (string): Optional BCP-47 locale for user-facing lens copy.
- `sourceSummary` (string): Short note describing what ChatGPT used to assemble the profile, without exposing hidden chain-of-thought or unapproved private data.
- `suggestedPrompts` (array): Starter questions visitors can ask the lens.
- `tagline` (string): A short one-line summary of what this lens represents.
- `tone` (string): The visitor-facing tone of the lens.
- `topicName` (string): The Mindola space name that will hold the seeded facts.
- `vibeWords` (array): Up to four short adjectives for the lens profile.

Output parameters:

- `claimRequired` (boolean)
- `claimUrl` (string|null)
- `displayName` (string)
- `expiresAt` (string|null)
- `factCount` (number)
- `manageUrl` (string|null)
- `shareUrl` (string)
- `suggestedPrompts` (array)
- `topicName` (string)

### `add_lens_knowledge` (~79 tokens)

Add knowledge to a lens

Add text notes or URLs to a Mindola lens created in this conversation (before it is claimed). Content runs through the standard ingest pipeline so the lens can answer from it, with citations.

Input parameters:

- `items` (array, required)
- `lens_token` (string, required): The token from the lens's share URL (the part after /me/).

### `get_lens_status` (~66 tokens)

Check a lens's status

Check a Mindola lens: its share URL, whether it has been claimed, and how much of its knowledge has finished ingesting (ready / pending / failed).

Input parameters:

- `lens_token` (string, required): The token from the lens's share URL (the part after /me/).

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/ai-mindola-lens/mcp-lens#diagnostics

## Score history

- 2026-08-03: 71
- 2026-08-02: 71
- 2026-08-01: 70
- 2026-07-31: 70

## Links

- Remote endpoint: https://app.mindola.ai/mcp/lens
- Repository: https://github.com/Mindola-ai/mcp-server
- Website: https://mindola.ai/
- Changelog RSS feed: https://verifymcp.io/servers/ai-mindola-lens/mcp-lens/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/ai-mindola-lens/mcp-lens/changelog.json
- HTML version of this page: https://verifymcp.io/servers/ai-mindola-lens/mcp-lens