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  3. Building A Local Agentic RAG System With MCP
MCP server · RAG

Building A Local Agentic RAG System With MCP

by · github.com/MAHESHKUMARREDDY-cmd/Building-a-local-agentic-RAG-system-with-MCP

Here is the full architecture. The reasoning path diagram comes first — every node is clickable to drill down into that component.

Unclaimed rag
InstallView source
34Low

Scored a month ago · breakdown

About Building A Local Agentic RAG System With MCP

Building A Local Agentic RAG System With MCP is an MCP server published by MAHESHKUMARREDDY-cmd in the RAG category: here is the full architecture. The reasoning path diagram comes first — every node is clickable to drill down into that component.

The repository has 1 stars and 0 forks, with the last commit 5 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/MAHESHKUMARREDDY-cmd/Building-a-local-agentic-RAG-system-with-MCP

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (8)

Document parsingPyMuPDF + Unstructured

Parameters not published.

Embeddingsnomic-embed-text

Parameters not published.

LLM inferenceOllama + Llama 3.1 8B

Parameters not published.

Local retrievalFilesystem MCP + SQLite MCP

Parameters not published.

OrchestrationLangGraph

Parameters not published.

Re-rankingFlashRank

Parameters not published.

Vector storeChromaDB

Parameters not published.

Web retrievalSearXNG + MCP bridge

Parameters not published.

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Questions

About Building A Local Agentic RAG System With MCP

How do I install Building A Local Agentic RAG System With MCP?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Building A Local Agentic RAG System With MCP safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Building A Local Agentic RAG System With MCP still maintained?

Yes — the last commit was 5 months ago. The repository has 1 stars and 0 forks.