Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol MCP Server
Manchulaharshitha/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol
A Retrieval-Augmented Generation (RAG) chatbot for multi-format document question answering, using embeddings, FAISS, and OpenAI’s GPT models. Built with Streamlit for an interactive UI and structured using the Model Context Protocol (MCP) to handle document ingestion, semantic search, and context-aware responses.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
Manchulaharshitha/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol is a Python MCP server. A Retrieval-Augmented Generation (RAG) chatbot for multi-format document question answering, using embeddings, FAISS, and OpenAI’s GPT models. Built with Streamlit for an interactive UI and structured using the Model Context Protocol (MCP) to handle document ingestion, semantic search, and context-aware responses.
Ranked #15225 out of 25022 indexed tools.
Ecosystem
Score Breakdown
1 stars → early stage
Last commit 1y ago → stale
No issues filed → no history to score
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →
How to Improve
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