luisrodriguesphd/mcp-rag-agent

Score: 20.7 Rank #12014

This repository presents a production-ready RAG system combining LangGraph agent with Model Context Protocol (MCP) integration. Features hybrid search using Reciprocal Rank Fusion (RRF) via MongoDB vector and text searches, grounded responses using COSTAR prompting, and automated RAGAS-based evaluation for building reliable, context-aware AI agents

Overview

luisrodriguesphd/mcp-rag-agent is a Python MCP server. This repository presents a production-ready RAG system combining LangGraph agent with Model Context Protocol (MCP) integration. Features hybrid search using Reciprocal Rank Fusion (RRF) via MongoDB vector and text searches, grounded responses using COSTAR prompting, and automated RAGAS-based evaluation for building reliable, context-aware AI agents

Ranked #12014 out of 25632 indexed tools.

Ecosystem

Python No license

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Stars 1

Freshness 2mo ago

Issue Health 50%

Contributors 0

Dependents 0

Forks 0

Description Detailed

License None

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: —
Last Commit: 2mo ago

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

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