010 GitHub stars
02Hybrid BM25 + vector search (with Ollama) for efficient knowledge retrieval.
03Credential isolation for code execution (PATH only, no secrets exposed).
04Up to 87% token savings compared to native Claude context management, leading to faster and smarter agents.
05Comprehensive 4-layer SSRF protection for web content fetching.
06MemGPT-style hierarchical memory with importance-scored facts and archival session summaries.