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The Multimodal-retrieval-agent MCP server was last committed 1mo ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

Multimodal-retrieval-agent MCP Server

Name: naresh-mahiya/Multimodal-retrieval-agent
Rating: 2.5 (1 reviews)
Author: naresh-mahiya

naresh-mahiya/Multimodal-retrieval-agent

Score: 38.4 Rank #14813 Search & RAG

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Image RAG for fine-grained fashion retrieval. Encodes queries with multimodal embeddings (FashionSigLIP + DINOv2 + LAB colour) into a Qdrant vector index, then runs two-stage ANN recall → cross-signal reranking, exposed as an agentic tool.

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Overview

naresh-mahiya/Multimodal-retrieval-agent is a Python agent tool. Image RAG for fine-grained fashion retrieval. Encodes queries with multimodal embeddings (FashionSigLIP + DINOv2 + LAB colour) into a Qdrant vector index, then runs two-stage ANN recall → cross-signal reranking, exposed as an agentic tool.

Ranked #14813 out of 24850 indexed tools.

Ecosystem

Python No license

Score Breakdown

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

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Freshness high impact

Last commit was 42 days ago — a recent commit would boost your freshness score

Contributors medium impact

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Markdown

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Details

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

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"agent tool"

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