Building High-Performance AI Agents with SmartBuckets and MCP

Show HN: Building High-Performance AI Agents with SmartBuckets and MCP

Building High-Performance AI Agents with SmartBuckets and MCP is a company in show hn launch.

Profile

Hey HN, We've solved one of the most frustrating problems in building AI agents: the RAG pipeline bottleneck. At LiquidMetal, we combined our SmartBuckets technology with Anthropic's Model Context Protocol (MCP) to reduce agent development time from months to days.## The ProblemBuilding knowledge-powered AI agents typically takes 6+ months of engineering work. Teams spend months on:- Document processing pipelines - Chunking strategies - Embedding generation - Entity extraction and knowledge graph creation - Vector database configuration - Retrieval algorithm development - Context assembly and managementOur SolutionSmartBuckets eliminates the need to build these components from scratch, provi

Within the show hn launch space, the company focuses on its core offering rather than a broad product line.

The company is listed at the Show HN launch stage of development.

Website: liquidmetal.run