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Mcpbot

An MCP client and server project implemented based on FastAPI, including a local running guide and to - do feature development.
Artificial intelligence chatbotsKnowledge management and memory#FastAPI#MCP Protocol#Client#Server.Python
2 points
7.2K
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Overview

Content Details

Alternatives

What is MCPBot?

MCPBot is an intelligent Q&A system based on the Model Context Protocol (MCP). It combines the FastAPI framework and vector database technology to understand user questions and provide accurate answers.

How to use MCPBot?

You can interact with MCPBot through API endpoints or use the upcoming ReactJS graphical interface. The system supports streaming responses and can return answers step by step.

Use cases

MCPBot is particularly suitable for applications that require intelligent Q&A functions, such as customer service systems, knowledge base retrieval, and educational aids.

Main features

Intelligent Q&A
Based on the semantic understanding ability of the vector database, it can accurately answer user questions
Streaming response
Supports returning answers step by step to provide a better user experience
Local deployment
Can run completely in a local environment to protect data privacy
Advantages
Built on FastAPI, with high performance
Supports local deployment, with high data security
Flexible API design, easy to integrate
Limitations
Requires local vector database support
The GUI interface is still under development
Has certain requirements for hardware resources

How to use

Set up the development environment
Install the necessary dependencies and configure environment variables
Configure the database
Download or create a vector database and place it in the project root directory
Start the service
Run the FastAPI server to start using MCPBot

Usage examples

Technical document query
Developers can quickly find relevant information in project documents through MCPBot
Knowledge base retrieval
Users can ask MCPBot questions to obtain knowledge in specific fields

Frequently Asked Questions

How to obtain the vector database?
Which operating systems does MCPBot support?
When will the GUI interface be released?

Related resources

Official documentation
Complete API reference and development guide
Vector database download
Pre - built vector database files
FastAPI official website
Learn more about the underlying framework

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

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