Le Confidant MCP server

• Registry nameai.leconfidant/le-confidantverified in the MCP registry

The registry name sits under leconfidant.ai. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

• Stateanswerschecked 2026-11-01
• Tools7
• Server calls itselfle-confidant
• Server version0.4.0
• Protocol version2025-06-18

On 2026-11-01 the server answered initialize and tools/list without a sign-in. First answer in 246 ms.

• Whether its tools do the product's job has not been judged yet.
• Checked on 2 of the 7 days it takes to judge reliability.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

• INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
• Answeredmeasuring2 of the 7 daily checks it takes to print a share
• Median first answer260 ms
• Space in an agent's context≈ 1,761 tokensthe definitions of all its tools (7), which an agent carries on every turn
• Tool definitionsB · 83 of 100
• Typed results6 of 7 toolsdeclared outputSchema: results come typed, read once

• Parameters without a description: in 7 of 7

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…

• 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…