Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP- MCP Server

Name: MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP-
Rating: 2.0 (1 reviews)
Author: MROYNINJA

MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP-

Score: 23.9 Rank #15623 Search & RAG

Are you the maintainer of MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP-? Claim this listing →

we are required to build an agent-based Retrieval-Augmented Generation (RAG) chatbot that can answer user questions using uploaded documents of various formats. Our architecture must follow an agentic structure and should incorporate Model Context Protocol (MCP) as the mechanism for communication between agents and/or agents ↔ LLMs.

Add AgentRank to Claude Code Discover and compare tools like MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP- — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP- is a Python MCP server. we are required to build an agent-based Retrieval-Augmented Generation (RAG) chatbot that can answer user questions using uploaded documents of various formats. Our architecture must follow an agentic structure and should incorporate Model Context Protocol (MCP) as the mechanism for communication between agents and/or agents ↔ LLMs.

Ranked #15623 out of 25022 indexed tools.

Ecosystem

Python No license

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 1y ago

Last commit 1y ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 405 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Badge all embed codes →

Markdown

[![AgentRank](https://agentrank-ai.com/api/badge/tool/MROYNINJA--Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP-)](https://agentrank-ai.com/tool/MROYNINJA--Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP-/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/MROYNINJA--Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP-/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/MROYNINJA--Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP-" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP-"></script>

Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: —
Last Commit: 1y ago

Matched Queries

"model context protocol""model-context-protocol"

See alternatives to MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP- → Browse search category → Compare MROYNINJA/Agentic-RAG-Chatbot-for-Multi-Format-Document-QA-using-Model-Context-Protocol-MCP- → How to Choose an MCP Server in 2026 →

View on GitHub →