Google PageRank for AI agents. 25,000+ tools indexed.

agentic-rag-mcp-chatbot MCP Server

SunilVarma24/agentic-rag-mcp-chatbot

Score: 29.4 Rank #10763 Search & RAG
Are you the maintainer of SunilVarma24/agentic-rag-mcp-chatbot? Claim this listing →

An agentic Retrieval-Augmented Generation (RAG) chatbot that answers user questions over diverse document formats (PDF, PPTX, CSV, DOCX, TXT/Markdown). Agents communicate via a Model Context Protocol (MCP) message bus. Built with LangChain, FAISS, and Streamlit, it parses, retrieves, and generates answers with source context.

Add AgentRank to Claude Code Discover and compare tools like SunilVarma24/agentic-rag-mcp-chatbot — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

SunilVarma24/agentic-rag-mcp-chatbot is a Python MCP server licensed under Apache-2.0. An agentic Retrieval-Augmented Generation (RAG) chatbot that answers user questions over diverse document formats (PDF, PPTX, CSV, DOCX, TXT/Markdown). Agents communicate via a Model Context Protocol (MCP) message bus. Built with LangChain, FAISS, and Streamlit, it parses, retrieves, and generates answers with source context.

Ranked #10763 out of 25022 indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
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 Apache-2.0

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

How to Improve

Freshness high impact

Last commit was 409 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for SunilVarma24/agentic-rag-mcp-chatbot
[![AgentRank](https://agentrank-ai.com/api/badge/tool/SunilVarma24--agentic-rag-mcp-chatbot)](https://agentrank-ai.com/tool/SunilVarma24--agentic-rag-mcp-chatbot/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/SunilVarma24--agentic-rag-mcp-chatbot/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/SunilVarma24--agentic-rag-mcp-chatbot" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="SunilVarma24/agentic-rag-mcp-chatbot"></script>

Matched Queries

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

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.