{"repo":"Geeksfino/kb-mcp-server","free":true,"listed":false,"github":"https://github.com/Geeksfino/kb-mcp-server","clone":"git clone https://github.com/Geeksfino/kb-mcp-server.git","description":"Build a knowledge base into a tar.gz and give it to this MCP server, and it is ready to serve.","language":"Python","stars":72,"topics":[],"license":"MIT","category":"mcp-servers","readme_excerpt":"Embedding MCP Server A Model Context Protocol (MCP) server implementation powered by txtai, providing semantic search, knowledge graph capabilities, and AI-driven text processing through a standardized interface. The Power of txtai: All-in-one Embeddings Database This project leverages txtai, an all-in-one embeddings database for RAG leveraging semantic search, knowledge graph construction, and language model workflows. txtai offers several key advantages: - Unified Vector Database : Combines vector indexes, graph networks, and relational databases in a single platform - Semantic Search : Find information based on meaning, not just keywords - Knowledge Graph Integration : Automatically build and query knowledge graphs from your data - Portable Knowledge Bases : Save entire knowledge bases as compressed archives (.tar.gz) that can be easily shared and loaded - Extensible Pipeline System : Process text, documents, audio, images, and video through a unified API - Local-first Architecture : Run everything locally without sending data to external services How It Works The project contains a knowledge base builder tool and a MCP server. The knowledge base builder tool is a command-line interface for creating and managing knowledge bases. The MCP server provides a standardized interface to access the knowledge base. It is not required to use the knowledge base builder tool to build a knowledge base. You can always build a knowledge base using txtai's programming interface by writing","default_branch":null,"files":null,"tree":[],"storefront":"/r/Geeksfino","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Geeksfino/kb-mcp-server/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}