# Resemble AI (remote · mcp.resemble.ai)

Resemble AI: deepfake detection, media intelligence, and watermarking actions, plus docs tools.

- Trust score: 64/100 (medium)
- Change this week: +5
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `mcp.resemble.ai`: 64/100 (this document), [markdown](https://verifymcp.io/servers/resemble-ai-resemble-mcp/mcp.md), [page](https://verifymcp.io/servers/resemble-ai-resemble-mcp/mcp)
- remote · `mcp.resemble.ai`: 62/100, [markdown](https://verifymcp.io/servers/resemble-ai-resemble-mcp/mcp-2.md), [page](https://verifymcp.io/servers/resemble-ai-resemble-mcp/mcp-2)

## Channel facts

- Endpoint: `https://mcp.resemble.ai/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## 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**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 7 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - 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**: 77/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 644 tokens (~92/item across 7 items; 7 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 67/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
- **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 resemble-ai-resemble-mcp https://mcp.resemble.ai/mcp
```

### Codex

```toml
[mcp_servers.resemble-ai-resemble-mcp]
url = "https://mcp.resemble.ai/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add resemble-ai-resemble-mcp --url https://mcp.resemble.ai/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  resemble-ai-resemble-mcp:
    url: "https://mcp.resemble.ai/mcp"
```

### Other

```json
{
  "mcpServers": {
    "resemble-ai-resemble-mcp": {
      "type": "http",
      "url": "https://mcp.resemble.ai/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.

### 2026-08-03 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 63, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 62, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 61, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-28 (score 60, +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.

### 2026-07-27 (score 59, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 59)

First indexed and scored.

## MCP tools (7)

### `detect_deepfake` (~182 tokens)

Detect whether media (audio, image, or video) at a public HTTPS URL is a
    deepfake / AI-generated. Polls to completion and returns the verdict label,
    confidence score, and full result. Optional flags add media intelligence,
    audio source tracing, visualization, reverse image search (images),
    out-of-distribution detection, and zero-retention (auto-delete media after
    analysis). model_type: auto | image | talking_head.

Input parameters:

- `audio_source_tracing` (boolean)
- `max_wait_seconds` (integer)
- `model_type` (string)
- `run_intelligence` (boolean)
- `url` (string, required)
- `use_ood_detector` (boolean)
- `use_reverse_search` (boolean)
- `visualize` (boolean)
- `zero_retention_mode` (boolean)

### `get_detection` (~54 tokens)

Fetch a detection by UUID, polling until it completes (bounded). Use after
    detect_deepfake when a long job exceeded its wait budget.

Input parameters:

- `max_wait_seconds` (integer)
- `uuid` (string, required)

### `analyze_media` (~80 tokens)

Analyze media for structured intelligence: transcription, translation,
    language, speaker info, emotion, scene description, abnormalities, and
    misinformation analysis. media_type: auto | audio | video | image.

Input parameters:

- `max_wait_seconds` (integer)
- `media_type` (string)
- `structured_json` (boolean)
- `url` (string, required)

### `ask_about_detection` (~66 tokens)

Ask a natural-language question about a COMPLETED detection (e.g. 'how
    confident is the model that this is fake?'). Returns the grounded answer.

Input parameters:

- `detect_uuid` (string, required)
- `max_wait_seconds` (integer)
- `query` (string, required)

### `detect_watermark` (~43 tokens)

Check whether media at a public HTTPS URL carries a Resemble invisible
    watermark (audio-first; per-channel verdict for audio).

Input parameters:

- `url` (string, required)

### `apply_watermark` (~77 tokens)

Embed an invisible Resemble provenance watermark into media (audio-first)
    and return the watermarked media URL. strength 0.0-1.0 (image/video only).

Input parameters:

- `custom_message` (string)
- `max_wait_seconds` (integer)
- `strength` (number)
- `url` (string, required)

### `trace_audio_source` (~55 tokens)

Get the audio source-tracing report for a detection (which AI platform
    generated the fake audio). Only available when detection ran with
    audio_source_tracing and labeled the audio fake.

Input parameters:

- `uuid` (string, required)

## Diagnostics

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

## Score history

- 2026-08-03: 64
- 2026-08-02: 63
- 2026-08-01: 63
- 2026-07-31: 62
- 2026-07-30: 61
- 2026-07-29: 61
- 2026-07-28: 60
- 2026-07-27: 59
- 2026-07-26: 59

## Links

- Remote endpoint: https://mcp.resemble.ai/mcp
- Repository: https://github.com/resemble-ai/resemble-mcp
- Changelog RSS feed: https://verifymcp.io/servers/resemble-ai-resemble-mcp/mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/resemble-ai-resemble-mcp/mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/resemble-ai-resemble-mcp/mcp