Overview
what is Knolia Connect Server?
Knolia Connect Server is an MCP server designed to connect users with compatible companions for romantic and emotional relationships using AI-powered vector matching.
how to use Knolia Connect Server?
Users can create a structured profile capturing their goals, personality, preferences, and values. Once opted in, their profile is embedded and compared against other matchable users to find suitable companions.
key features of Knolia Connect Server?
- AI-powered matchmaking using semantic vector matching
- User profiles embedded as 1536-dimensional vectors for fast similarity-based matching
- Endpoints for creating, updating, deleting profiles, and finding matches
use cases of Knolia Connect Server?
- Helping users find meaningful romantic relationships.
- Assisting individuals in combating loneliness and emotional disconnection.
- Facilitating intentional and high-quality relationships through deep matching.
FAQ from Knolia Connect Server?
- How does the matching process work?
The server calculates cosine similarity between user profiles to find the most aligned companions.
- Can I run this server locally?
Yes! You can run it locally using Uvicorn or Docker.
- What programming language is used?
The server is built using Python.