A lightweight knowledge base that agents can call through MCP
This GitHub repository describes itself as a lightweight knowledge base system. It says it supports knowledge base management, text/txt uploads, semantic search, and streaming responses. It also says the search ability is packaged as an MCP Server for an Agent to call.
Key points
- It is presented as a lightweight knowledge base system.
- It supports text/txt file uploads.
- It includes semantic search for finding related content.
- It can return results with streaming responses.
- It exposes retrieval through an MCP Server so an Agent can call it.
Quick term guide
- GitHub repository
- An online folder where software code and related files are stored.
- GitHub repo
- A project folder on GitHub where code and related files are stored.
- repository
- The folder that holds all the code files for a software project, often called a 'repo'
- semantic search
- Search that looks for similar meaning, not just exact matching words.
- streaming
- Here it means text is generated continuously as you speak, rather than waiting until you finish talking.
- MCP server
- A server that helps AI tools connect to outside services in a standard way.
- file uploads
- A feature that lets you give documents or files to an AI tool so it can use their contents.
- retrieval
- The step where a system finds the most relevant text for a question.