connect-server
If you are the rightful owner of connect-server and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
MCP server to connect users with compatible companions for romantic and emotional relationships using AI-powered vector matching.
The Knolia Connect MCP server powers deep and context-aware matchmaking for users seeking meaningful relationships. Built using FastMCP and backed by Supabase with pgvector, it allows users to create rich connection profiles that are embedded using OpenAI's model and matched semantically to other users. This service is part of Knolia's mission to help users combat loneliness and emotional disconnection by fostering intentional and high-quality relationships.
Features
- Connect Profiles: Users create structured profiles capturing goals, personality, preferences, and values, embedded as vectors for matching.
- Embedding Format: Profile data is transformed into natural language for semantic understanding before storage.
- Endpoints: Includes create_profile, update_profile, delete_profile, find_matches, and explain_match.
- Matching Logic: Uses cosine similarity to find and sort matches based on similarity scores.
- Explainable Matching: Provides similarity scores and shared personality tags for transparency in match suggestions.
