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Vector
Manages standardized collection operations across multiple vector database technologies for AI agents.
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Vector is an MCP server designed to provide a unified collection management system for AI agents interacting with various vector database technologies. Inspired by the RAG implementation in Microsoft's Autogen V1, it abstracts away database-specific complexities, allowing agents to easily create, manage, and query collections for retrieval augmented generation (RAG) across supported databases like ChromaDB, PGVector, Couchbase, Qdrant, and MongoDB.
Database Management
API Development
Data Science & ML
