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

agentic-rag-mcp-system MCP Server

mpapachrys/agentic-rag-mcp-system

Score: 50.0 Rank #5595 Search & RAG
Are you the maintainer of mpapachrys/agentic-rag-mcp-system? Claim this listing →

An Agentic RAG system built on Model Context Protocol (MCP) to decouple tool execution from agent logic, enabling scalable and modular AI workflows.

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

Overview

mpapachrys/agentic-rag-mcp-system is a Python MCP server. An Agentic RAG system built on Model Context Protocol (MCP) to decouple tool execution from agent logic, enabling scalable and modular AI workflows.

Ranked #5595 out of 24850 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 2

2 stars → early stage

Freshness 25% 8d ago

Last commit 8d ago → recently updated

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 1
Description Good
License None

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

License low impact

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

Contributors medium impact

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

Badge all embed codes →

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

Matched Queries

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

Get the weekly AgentRank digest

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