Official MCP RegistryListed
Le Confidant
Statistics from your own WhatsApp chat analysis as numbers only, plus free WhatsApp text tools.
First seen 1 Nov 2026. Evidence as of 7 Nov 2026.
8
Tools
From an anonymous probe
1
Source listings
Each with its own history
3
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| demo_whatsapp_wrapped | 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. | Read-only |
| disconnect_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. | Destructive |
| format_whatsapp_text | 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. | Read-only |
| generate_whatsapp_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. | Read-only |
| get_analysis_results | Use only to retrieve or explain the semantic analysis of the user's explicitly authorized Pro or Advanced WhatsApp export analysis. Pro: sentiment, engagement, conflict, clarity and relationship health. Advanced: the same without relationship health, plus Client Conversation Audit counts (commitments, questions, objections, risks, next-action priorities). Returns scores, levels, whole-conversation trends, per-participant labels and key-finding counts. Refer to it as the user's Pro or Advanced analysis (source.tier), not as paid or extended results. The scores and levels are Le Confidant's own results; explain them, do not extend them into diagnoses. For message counts and reply timing use get_conversation_snapshot instead. DO NOT call for date-window, month-to-month or period-comparison requests. Reads stored results only and never starts analysis; sections not finished on the website are listed as pending. Returns neutral A/B labels, never names, summaries, descriptions or excerpts. Free sessions get an error. Set locale to the user's supported language. | Read-only |
| get_conversation_snapshot | 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. | Read-only |
| normalize_whatsapp_numbers | 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. | Read-only |
| style_whatsapp_text | 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. | Read-only |
Change history
- get_analysis_results: tool added
- server instructions changed (+"get_analysis_results returns the semantic analysis of a Pro or Advanced session: scores, levels, trends, finding counts and, for Advanced, Client Conversation Audit counts. Refer to it as the user's Pro or Advanced analysis (source.tier), not as paid or extended results. Its trend fields are one whole-conversation direction label per section, which you may explain; they are not a period comparison, which stays unsupported. These are Le Confidant's own results: you may explain them, but do not extend them. Call get_conversation_snapshot for counts and timing and get_analysis_results for the semantic analysis, not both for every question.")
- Listed (registry)
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | ai.leconfidant/le-confidant | 1 Nov 2026 | 7 Nov 2026 | 1 |