Personal MCP Server Workbench
Rather than harvesting personal data into a monolithic database, Twofold treats each individual as a sovereign agent hosting their own standard MCP server. Reviewers can test each person's digital double interactively below.
Standardized tools for profile retrieval, project search, and privacy-tiered question answering.
Standardized MCP Tool Specifications
All 26 candidate agents strictly adhere to this uniform interface during dating simulations.
Returns foundational persona: name, headline, bio, education, current roles, and verified public source links.
Returns lifestyle and leisure profile: passions, weekend vibe, creative outlets, aesthetic tastes, and cultural diet (books, music, podcasts).
Returns relationship and ethical philosophy: core values, non-negotiable dealbreakers, communication style, conflict resolution approach, and long-term aspirations.
Submit a direct interactive inquiry to the candidate's digital double regarding career, lifestyle, philosophical hypothetical, or quirks.
Evaluate geographical trajectory, city alignment, and travel tolerance compatibility.
Direct REST API Access for Reviewers
The Twofold server exposes standard REST endpoints for programmatic curl testing:
curl -X GET http://localhost:3000/api/mcp/harshdip-saha
curl -X POST http://localhost:3000/api/mcp/harshdip-saha \
-H "Content-Type: application/json" \
-d '{"tool": "askCandidateQuestion", "params": {"question": "What is your weekend rhythm?"}}'