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Agentic-RAG-MCP-Chatbot MCP Server

jinilpatel7/Agentic-RAG-MCP-Chatbot

Score: 23.8 Rank #15690 Search & RAG
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An agent-based RAG chatbot that uses Langchain, ChromaDB, and FastAPI with Model Context Protocol (MCP) messaging. Supports PDF, DOCX, CSV, PPTX, and TXT/Markdown documents, and features a Streamlit UI for multi-turn QA with source context.

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Overview

jinilpatel7/Agentic-RAG-MCP-Chatbot is a Python MCP server. An agent-based RAG chatbot that uses Langchain, ChromaDB, and FastAPI with Model Context Protocol (MCP) messaging. Supports PDF, DOCX, CSV, PPTX, and TXT/Markdown documents, and features a Streamlit UI for multi-turn QA with source context.

Ranked #15690 out of 25022 indexed tools.

Ecosystem

Python No license

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 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 416 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

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AgentRank score for jinilpatel7/Agentic-RAG-MCP-Chatbot
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Matched Queries

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

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