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RAG_demo_with_monitor MCP Server

mayankag22/RAG_demo_with_monitor

Score: 43.8 Rank #4545 MCP Server
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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.

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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 #4545 out of 25022 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 7mo ago

Last commit 7mo 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 213 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 mayankag22/RAG_demo_with_monitor
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Matched Queries

"mcp server""mcp-server"

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