The reputation layer for AI skills, tools & agents

mayankag22/RAG_demo_with_monitor

Score: 34.9 Rank #4232

This application takes input from user via PDF and databricks table, updates vector index, calls MCP server for internal policies and ask LLM to answer in case the policy is not present in MCP server. Application creates monitoring logs and provide precision and MRR of the retrieval.

Overview

mayankag22/RAG_demo_with_monitor is a Python MCP server. This application takes input from user via PDF and databricks table, updates vector index, calls MCP server for internal policies and ask LLM to answer in case the policy is not present in MCP server. Application creates monitoring logs and provide precision and MRR of the retrieval.

Ranked #4232 out of 25632 indexed tools.

Ecosystem

Python No license

Signal Breakdown

Stars 1
Freshness 1mo ago
Issue Health 50%
Contributors 0
Dependents 0
Forks 0
Description Detailed
License None

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 31 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

AgentRank score for mayankag22/RAG_demo_with_monitor
[![AgentRank](https://agentrank-ai.com/api/badge/tool/mayankag22--RAG_demo_with_monitor)](https://agentrank-ai.com/tool/mayankag22--RAG_demo_with_monitor)
<a href="https://agentrank-ai.com/tool/mayankag22--RAG_demo_with_monitor"><img src="https://agentrank-ai.com/api/badge/tool/mayankag22--RAG_demo_with_monitor" alt="AgentRank"></a>

Matched Queries

"mcp server""mcp-server"
Are you the maintainer? Claim this listing