Txtai MCP Servers
Txtai MCP Servers
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Model Context Protocol (MCP)
An open standard for connecting AI systems with data sources, tools, and services
Filesystem MCP Server
Filesystem MCP Server
Vector Databases in MCP
Vector databases play a crucial role in the Model Context Protocol (MCP) by enabling efficient storage, retrieval, and querying of high-dimensional vector representations. These representations are often derived from machine learning models and are essential for tasks such as similarity search, recommendation systems, and semantic understanding.