Stack & Architecture
Built with TypeScript, Node.js, MCP, Embeddings, LLM. Delivered 2026–present.
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nishant-profile-mcp — AI-Readable Résumé MCP Server
An MCP (Model Context Protocol) server that exposes my professional profile — skills, projects, certifications, and experience — directly to AI recruitment agents. Ships a local-embedding semantic matcher and a 5-dimension match_role engine that scores any job description against my profile and returns a hire signal. 8 tools over stdio, fully offline (runs MiniLM embeddings locally, no API key).
Outcomes
- 8 MCP tools (get_profile, search_projects, match_role, and more)
- Local MiniLM-L6 semantic matching — fully offline, no API key
- 5-dimension job-fit scoring with an explicit hire signal
Tech Stack
Node.jsLLMEmbeddingsAPI
