MCP App Store
by KeenEthics
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Le Confidant

By Le Confidant

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Overview

Explore communication patterns using quantitative statistics from an existing Le Confidant analysis you explicitly connect. Review message totals and participation, conversation starts, reply timing and sample sizes, and mean message length in a results card and explanation. Participants appear as A and B. Import and complete analysis on leconfidant.ai first, then authorize access in the browser that owns the session. The plugin cannot upload conversations, start analyses, compare periods or provide original messages, participant names, excerpts or semantic-analysis reports. Access ends at the earlier of the session expiry or authorization deadline. Disconnect to stop future reads; this does not delete the website session or results already shared in ChatGPT.

Tools

demo_whatsapp_wrapped

ChatGPT
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.

disconnect_conversation

ChatGPT
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.

format_whatsapp_text

ChatGPT
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.

get_conversation_snapshot

ChatGPT
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.

normalize_whatsapp_numbers

ChatGPT
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.

Capabilities

InteractiveWrites

Example Prompts

Click any prompt to copy it.

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