# Le Confidant (remote · leconfidant.ai)

Statistics from your own WhatsApp chat analysis as numbers only, plus free WhatsApp text tools.

- Trust score: 61/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `leconfidant.ai`: 61/100 (this document), [markdown](https://verifymcp.io/servers/ai-leconfidant-le-confidant/api-mcp.md), [page](https://verifymcp.io/servers/ai-leconfidant-le-confidant/api-mcp)

## Channel facts

- Endpoint: `https://leconfidant.ai/api/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.4.0`

## 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 2026-11-05.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation check failed: no authorisation is required to call this server, and it exposes a tool marked destructive (disconnect_conversation).
  - 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**: 39/100
  - 0% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1216 tokens (~152/item across 8 items; 7 tools + 1 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 13/100
  - Stability observed for 4 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 81/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 33% of tool parameters carry a description.
  - Structured output schemas are declared (86% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 7 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 9 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 Le Confidant MCP server?

Le Confidant is a hosted endpoint at https://leconfidant.ai/api/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 ai-leconfidant-le-confidant 'https://leconfidant.ai/api/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "ai-leconfidant-le-confidant": {
      "url": "https://leconfidant.ai/api/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "ai-leconfidant-le-confidant": {
      "type": "http",
      "url": "https://leconfidant.ai/api/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.ai-leconfidant-le-confidant]
url = "https://leconfidant.ai/api/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add ai-leconfidant-le-confidant --url 'https://leconfidant.ai/api/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  ai-leconfidant-le-confidant:
    url: "https://leconfidant.ai/api/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "ai-leconfidant-le-confidant": {
      "Transport": "http",
      "Url": "https://leconfidant.ai/api/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add ai-leconfidant-le-confidant -t streamable-http -u 'https://leconfidant.ai/api/mcp'
```

### Other

```json
{
  "mcpServers": {
    "ai-leconfidant-le-confidant": {
      "type": "http",
      "url": "https://leconfidant.ai/api/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.

### 2026-11-05 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-03 (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.

### 2026-11-02 (score 59, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-11-01 (score 59)

First indexed and scored.

## MCP tools (7)

### `generate_whatsapp_link` (~115 tokens)

Create a WhatsApp click-to-chat link

Create a wa.me URL with an optional prefilled message for copying or sharing. Requires a valid phone number; does not verify WhatsApp registration. Inputs are processed by this server to return the result; this tool does not store or log phone numbers or text. It does not access an account or send messages.

Input parameters:

- `defaultCountry` (string)
- `locale` (string)
- `message` (string)
- `phone` (string, required): International phone number beginning with +, or a national number with defaultCountry.

Output parameters:

- `e164` (string)
- `locale` (string)
- `messageSent` (boolean)
- `url` (string)

### `format_whatsapp_text` (~281 tokens)

Format text for WhatsApp

Convert the user's Markdown source to text ready to paste into WhatsApp. Before calling, copy the supplied source unchanged into text: do not Markdown-escape it or pre-convert it. Example: source **Meeting tomorrow** must be passed as **Meeting tomorrow**; the tool returns *Meeting tomorrow*. Preserve backslashes the user actually supplied, but never insert extra ones. After calling, display structuredContent.formattedText verbatim in a plain-text fenced code block, without escaping or reformatting it. Supports # headings, bold, italics, strikethrough, lists and links. Preserves URL destinations, literal text and fenced/inline code. Unsupported blocks remain literal; does not render HTML, summarize or translate. Inputs are processed by this server to return the result; this tool does not store or log phone numbers or text. It does not access an account or send messages.

Input parameters:

- `locale` (string)
- `text` (string, required): The user's original Markdown source, up to 12,000 UTF-16 code units. Copy it unchanged: do not render it, pre-convert formatting, or add backslashes before Markdown punctuation. For **Meeting tomorro…

Output parameters:

- `formattedText` (string): Finished WhatsApp text, ready to copy. Display this value verbatim in a plain-text fenced code block; do not add backslash escapes, change emphasis markers, or format it again. Choose a fence that do…
- `locale` (string)
- `messageSent` (boolean)

### `normalize_whatsapp_numbers` (~122 tokens)

Normalize phone numbers for WhatsApp

Validate up to 100 phone numbers and return E.164 numbers and wa.me links with per-row status and duplicate positions. National numbers require defaultCountry. Never guess a country from language. Does not check WhatsApp registration or contact people. Inputs are processed by this server to return the result; this tool does not store or log phone numbers or text. It does not access an account or send messages.

Input parameters:

- `defaultCountry` (string): Country for national numbers; never inferred from locale.
- `locale` (string)
- `numbers` (array, required)

Output parameters:

- `invalidCount` (integer)
- `locale` (string)
- `registrationChecked` (boolean)
- `rows` (array)
- `uniqueValidCount` (integer)
- `validCount` (integer)

### `demo_whatsapp_wrapped` (~74 tokens)

Show a fictional WhatsApp Wrapped recap

Show a synthetic WhatsApp recap without an account, upload or private conversation access. Use only for a demo or example, never to answer questions about the user's real conversation. All numbers are fictional and fixed; no relationship diagnosis. Returns a text and structured recap, without image export.

Input parameters:

- `locale` (string)

Output parameters:

- `activeDays` (integer)
- `learnMore` (object)
- `limitations` (array)
- `locale` (string)
- `participants` (array)
- `scope` (string)
- `source` (object)
- `title` (string)
- `topEmojis` (array)
- `totalMessages` (integer)

### `style_whatsapp_text` (~177 tokens)

Restyle text with decorative letters

Rewrite the user's text in one decorative Unicode style to paste into WhatsApp. Styles: bold, italic, monospace, bubble, gothic, double (double-struck), strikethrough, upside-down. Call it once the user has picked a style from this list. These are lookalike characters, not real fonts: accented letters and digits usually stay plain, and screen readers can read the result badly. After calling, display structuredContent.styledText verbatim in a plain-text fenced code block. Inputs are processed by this server to return the result; this tool does not store or log phone numbers or text. It does not access an account or send messages.

Input parameters:

- `locale` (string)
- `style` (string, required): The style the user chose.
- `text` (string, required): The user's text, copied unchanged.

Output parameters:

- `locale` (string)
- `messageSent` (boolean)
- `style` (string)
- `styledText` (string): Finished text, ready to copy. Display this value verbatim in a plain-text fenced code block; do not normalize, translate or format it again.

### `get_conversation_snapshot` (~163 tokens)

Read whole-session statistics

Use only to retrieve or explain WHOLE-SESSION numerical statistics from the user's explicitly authorized WhatsApp export analysis. DO NOT call for date-window, month-to-month, trend or period-comparison requests, even to check available data. For example, 'Compare September and November in my own connected WhatsApp analysis' needs NO tool call: explain that period comparison is unavailable. This tool returns only stored whole-session totals and cannot answer that request. For supported requests, returns neutral A/B labels, counts/shares, starts, reply timing/sample sizes, mean message length, definitions, limitations and expiry from the OAuth-selected session. No raw messages, names, excerpts, paid insights or new analysis. Set locale to the user's supported language.

Input parameters:

- `locale` (string)

Output parameters:

- `definitions` (object)
- `expiresAt` (string)
- `kind` (string)
- `limitations` (array)
- `locale` (string)
- `snapshot` (object)
- `source` (object)

### `disconnect_conversation` (~105 tokens)

Disconnect your selected conversation

Use only when the user explicitly asks to disconnect or revoke this connection. Permanently revoke its current OAuth grant immediately; the revoked credential cannot be restored. Fresh explicit consent creates a new grant while the original session is eligible. Stops future reads without deleting the source session or results already in this conversation. Other connections can be revoked on the website. This tool changes access and is destructive access revocation; it does not retrieve statistics or answer period comparisons.

Input parameters:

- `locale` (string)

## Diagnostics

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

## Score history

- 2026-11-05: 61
- 2026-11-04: 60
- 2026-11-03: 60
- 2026-11-02: 59
- 2026-11-01: 59

## Common questions

### What is the Le Confidant MCP server?

Le Confidant is an MCP server listed in the public MCP registry as ai.leconfidant/le-confidant. Statistics from your own WhatsApp chat analysis as numbers only, plus free WhatsApp text tools. This page covers its hosted endpoint (https://leconfidant.ai/api/mcp).

### Is the Le Confidant MCP server safe to use?

Le Confidant scores 61 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 Le Confidant MCP server expose?

Le Confidant exposes 7 tools: generate_whatsapp_link, format_whatsapp_text, normalize_whatsapp_numbers, demo_whatsapp_wrapped, style_whatsapp_text, and 2 more. Their descriptions and schemas cost roughly 1,037 tokens of context every time the server is loaded.

### Does the Le Confidant MCP server require authentication?

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

### Is the Le Confidant MCP server still maintained?

Le Confidant 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://leconfidant.ai/api/mcp
- Website: https://leconfidant.ai/mcp
- Changelog RSS feed: https://verifymcp.io/servers/ai-leconfidant-le-confidant/api-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/ai-leconfidant-le-confidant/api-mcp.json
- HTML version of this page: https://verifymcp.io/servers/ai-leconfidant-le-confidant/api-mcp