{"repo":"Soflutionltd/MemoryPilot","free":true,"listed":false,"github":"https://github.com/Soflutionltd/MemoryPilot","clone":"git clone https://github.com/Soflutionltd/MemoryPilot.git","description":"The most advanced AI memory server in the world. Hybrid search, Temporal Knowledge Graph, transformer embeddings, AAAK compression (3x token savings) — pure Rust, single binary, zero dependencies.","language":"Rust","stars":16,"topics":["ai","cursor","embeddings","knowledge-graph","llm","mcp","mcp-server","memory","rust","sqlite"],"license":null,"category":"mcp-servers","readme_excerpt":"The most advanced MCP memory server. Period. Hybrid search (BM25 + multilingual-e5-small RRF) · 100+ languages · Temporal Knowledge Graph · Query-aware ranking · Corpus origin detection · Agent/persona disambiguation · Topic tunnels · AAAK compression (5-10x token savings) · GraphRAG · Chunked RAG · Auto-Compaction · Auto-Classification · Memory Capsules · HTTP API · Single binary · Zero API calls --- Why AI coding assistants forget everything between sessions. MemoryPilot gives them persistent, searchable memory with project awareness, semantic understanding, and automatic knowledge organization. Built-in AAAK compression and memory capsules reduce token consumption by 5-10x when loading context. Every memory is auto-classified with the right importance, kind, and TTL on insert. The database compacts itself automatically — zero maintenance. Install MemoryPilot One-liner install for Cursor, Claude Desktop, VS Code, Windsurf, Claude Code, Codex and ChatGPT. Single Rust binary, zero runtime dependencies. Install the latest release → How it works The 9 pillars — hybrid search, temporal knowledge graph, GraphRAG, AAAK compression, auto-classification, self-healing — explained end to end. Read the architecture → Benchmarks LongMemEval-S (ICLR 2025) — Academic Standard Evaluated on 470 questions from the LongMemEval benchmark (ICLR 2025), the standard academic dataset for long-term memory retrieval. Turn-level granularity, 50 sessions per haystack. vs the entire market (LongMemEval","default_branch":null,"files":null,"tree":[],"storefront":"/r/Soflutionltd","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Soflutionltd/MemoryPilot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}