RuVector
High-performance AI vector database with GNN and PostgreSQL. RuVector is a Model Context Protocol (MCP) server maintained by ruvnet. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It is categorized under Database/Vector, AI/Memory and Development/Rust.
What is this MCP
RuVector is a Model Context Protocol (MCP) server that provides access to a high-performance, real-time, self-learning AI vector database with Graph Neural Network (GNN) capabilities. Built in Rust, it combines vector search, local AI runtime, and PostgreSQL integration into a single MCP-compatible service.
How to use this MCP
To use RuVector MCP, you need to configure it as an MCP server in your Claude Desktop or other MCP-compatible environment. The MCP server exposes interfaces for vector operations, graph neural network queries, and database interactions, allowing AI assistants to store, retrieve, and analyze vector embeddings with real-time learning capabilities.
What this MCP can be used for
This MCP can be used for AI memory systems, real-time recommendation engines, knowledge graph construction, semantic search applications, and RAG (Retrieval-Augmented Generation) implementations. It enables AI assistants to maintain persistent, self-learning memory with graph-based relationship understanding and high-performance vector similarity search.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the RuVector MCP server?
RuVector is a Model Context Protocol server from ruvnet. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect RuVector to my AI client?
Add RuVector to your MCP client configuration (Claude Desktop, Cursor, or Cline) as a stdio or SSE server, then restart the client so it picks up the new server.
Is RuVector free to use?
RuVector is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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