Universal MCP memory service with semantic search, multi-client support, and autonomous consolidation for Claude Desktop, VS Code, and 13+ AI applications
Documents repo of ForkSilly. ForkSilly:兼容sillytavern png角色卡、世界书、正则、预设、聊天记录的安卓移动端应用。通俗来讲就是一个安卓手机酒馆罢了,成不了大器(
Find relevant information in your documents using natural language queries - no more keyword matching or manual browsing through hundreds of files. Built for speed and efficiency, this lightweight system searches through 500+ documents in under 300ms while using only 100MB of memory.
Node-RED as an LLM-chain framework with IoT
Local Codex CLI prompt refinery: ingest JSON/JSONL histories, dedupe, embed (OpenAI), cluster (sqlite-vec), synthesize atomic/workflow prompts via Responses API (Structured Outputs). FTS5+vector search; Streamlit UI; Typer CLI.
Cliente MCP (TypeScript + Express) que sincroniza catálogos ARDF, indexa en SQLite (sqlite-vec) y expone búsqueda híbrida (semántica+léxica) vía API REST ( /status, /sync, /refresh, /search, /resources/:id ).
A production-grade benchmarking suite that evaluates vector databases (Qdrant, Milvus, Weaviate, ChromaDB, Pinecone, SQLite, TopK) for music semantic search applications. Features automated performance testing, statistical analysis across 15-20 iterations, real-time web UI for database comparison, and comprehensive reporting with production.
🤖 Connect Claude Code to multiple AIs like Gemini, Grok-3, and ChatGPT for seamless collaboration on coding tasks and technical decisions.
🛠️ Refine and organize your OpenAI Codex CLI prompts effortlessly, using SQLite for fast search and a user-friendly interface for better productivity.
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