Application · AI Systems2026
Mood-Based Spotify Playlist Generator
A deterministic full-stack reference implementation of Context System Design that maps structured human emotional context to AI song recommendations and verified Spotify playlists.
Projects
Active software applications, architectural frameworks, and engineering explorations.
MCP Server · AI Tooling2026
MCP Server: search-gpt
A Model Context Protocol (MCP) server that indexes historical LLM conversation archives with SQLite FTS5 and BM25 search, allowing AI coding assistants to retrieve knowledge and extract research insights with minimal token overhead.
MCP Server · AI Tooling2026
search-antigravity
A local Model Context Protocol (MCP) server that indexes Google Antigravity session tapes and chat transcripts into SQLite FTS5 for sub-10ms BM25 turn retrieval, giving AI coding assistants cross-session memory without blowing context windows.
MCP Server · Developer Tooling2026
dev.to-mcp
A FastMCP server connecting AI coding agents to the DEV.to community platform over stdio. Enables zero-context-switch ecosystem research, automatic draft creation, and synchronization between live code and technical articles.