AI-image-understanding-content-matching-engine MCP Server

Name: ambientWave/AI-image-understanding-content-matching-engine
Rating: 3.0 (1 reviews)
Author: ambientWave

ambientWave/AI-image-understanding-content-matching-engine

Score: 51.1 Rank #16987 Search & RAG

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An end-to-end AI-powered relevance and visual content-matching engine with MCP and RAG capabilities, designed to evaluate, rank, and pair imagery with textual context using multimodal embeddings and deep visual-semantic scoring

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Overview

ambientWave/AI-image-understanding-content-matching-engine is a TypeScript tool licensed under AGPL-3.0. An end-to-end AI-powered relevance and visual content-matching engine with MCP and RAG capabilities, designed to evaluate, rank, and pair imagery with textual context using multimodal embeddings and deep visual-semantic scoring

Ranked #16987 out of 24846 indexed tools.

Ecosystem

TypeScript AGPL-3.0

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 19d ago

Last commit 19d ago → recently updated

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 AGPL-3.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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HTML

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: TypeScript
License: AGPL-3.0
Last Commit: 19d ago

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topic:mcp

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