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llm-rag-mcp-example MCP Server

giuliolibrando/llm-rag-mcp-example

Score: 25.3 Rank #14190 Search & RAG
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A complete deployment of AnythingLLM with local LLM, RAG and MCP (Model Context Protocol) servers. This stack provides a self-hosted AI platform with multi-user chat interface, vector database for semantic search, automated data ingestion from Redmine and Wiki.js, and integration with multiple MCP servers for extended functionality.

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Overview

giuliolibrando/llm-rag-mcp-example is a Python MCP server. A complete deployment of AnythingLLM with local LLM, RAG and MCP (Model Context Protocol) servers. This stack provides a self-hosted AI platform with multi-user chat interface, vector database for semantic search, automated data ingestion from Redmine and Wiki.js, and integration with multiple MCP servers for extended functionality.

Ranked #14190 out of 25022 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 10mo ago

Last commit 10mo 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 300 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 giuliolibrando/llm-rag-mcp-example
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Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"

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