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Rag-with-MCP-server MCP Server

PankajBhardwajSoft/Rag-with-MCP-server

Score: 47.3 Rank #23284 Search & RAG
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This project has moved beyond the initial concept phase and is now functioning as a local Python-based RAG prototype focused on a Tesla financial report. The workspace includes a Streamlit frontend, a semantic cache, a local vector store, a route-based retrieval flow, and an MCP server interface.

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Overview

PankajBhardwajSoft/Rag-with-MCP-server is a Python MCP server. This project has moved beyond the initial concept phase and is now functioning as a local Python-based RAG prototype focused on a Tesla financial report. The workspace includes a Streamlit frontend, a semantic cache, a local vector store, a route-based retrieval flow, and an MCP server interface.

Ranked #23284 out of 24846 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

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 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · 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 47 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 PankajBhardwajSoft/Rag-with-MCP-server
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Matched Queries

"mcp server""mcp-server"

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