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rumi-mcp-server

MCP server for Rumi — find real people to chat with through AI-powered matching

Updated
Feb 7, 2026

Quick Install

npx -y rumi-mcp-server

Rumi — AI-Powered Social Matching

Talk about what interests you. Meet people who get it.

Try Rumi


What is Rumi?

Rumi is an AI-powered social matching service. Instead of swiping photos, you talk to an AI agent about your interests — movies, sports, philosophy, anything. Rumi understands what you want to chat about and connects you with someone who shares that interest, complete with a personalized icebreaker to get the conversation started.

No awkward "hey" openers. No guessing what to say. Just real connections built on shared interests.

How It Works

  1. Tell Rumi what's on your mind — movies, tennis, philosophy, whatever you're into
  2. AI analyzes your interests in real-time and searches for compatible people
  3. Get matched with someone who wants to talk about the same things
  4. Start chatting with a personalized icebreaker — no more staring at a blank screen

Why Rumi?

Traditional AppsRumi
Swipe on photosTalk about interests
Generic "hey" openersAI-generated personalized icebreakers
Identity exposed upfrontPrivacy-first: reveal when you choose
Age verification optionalAge-verified, minors only match minors
You figure out what to sayAI suggests topics you'll both enjoy

Key Features

  • Topic-Driven Matching — matched by what you want to talk about, not how you look
  • AI Icebreakers — personalized conversation starters based on both people's interests
  • Privacy-First — your identity stays hidden until you decide to share it
  • Safe by Design — age verification, content moderation, and age-appropriate matching built in
  • Real-Time Chat — instant messaging after matching, with no message limits

The AI Behind Rumi

Rumi uses a multi-agent AI architecture:

  • Rumi Agent — has a friendly conversation to understand your interests
  • Tag Agent — extracts structured interests and preferences from the conversation
  • Match Agent — evaluates compatibility between potential matches using semantic understanding

This means Rumi doesn't just match keywords — it understands that someone who loves "hiking" and someone looking for "outdoor adventure partners" are a great match, even if they never used the same words.

Tech Stack

Built with Next.js, TypeScript, Tailwind CSS, Supabase, and OpenAI GPT-4.1.


Try It Now

Rumi is currently in beta. Grab an invite code below and start chatting:

RUMI-8XA2BK2SRUMI-2ZHWTZSDRUMI-A53S8LM3RUMI-FZSKVVJH
RUMI-FMZEZXG3RUMI-S3LJTJKPRUMI-7RXT8VKHRUMI-FAAX22XJ
RUMI-G6QYLXSJRUMI-VJ2PASQ9RUMI-3RJVN2L4RUMI-Z5VWT97B
RUMI-NDTE6PDBRUMI-7QSKN7VRRUMI-PHK4FC98RUMI-E2ZPUQPQ
RUMI-QTXUBPB9RUMI-N7PFMSGDRUMI-RZG5KYQTRUMI-RK4EDFU2

Each code can only be used once. First come, first served.

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