Vision Relay MCP Server by ah-wq

MCP Servers Chevron right icon

Vision Relay

Provider

ah-wq

Classification

community

Est. Downloads

This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.

424

Released On

Nov 3, 2025

Popularity Ranking

Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.

#4,512 (#2,570 this week)

Bridges Google Gemini and Alibaba Qwen vision models through CLI tools to provide image analysis capabilities from local files, URLs, or base64 data with automatic validation and configurable execution parameters.

GitHub Repo (3 stars)

Related Servers

Gemini

Ali Argun

Integrates Google's Gemini AI models enabling real-time response streaming and LLM processing capabilities.

Classification

community

Est Downloads (All Time)

34.8k

Release Date

Dec 15, 2024

Moondream

NightTrek

Provide image analysis capabilities including captioning, object detection, and visual question answering for...

Classification

community

Est Downloads (All Time)

2.8k

Release Date

Dec 31, 2024

Gemini Search

Lorhlona

Integrates with Google Gemini API to enable powerful web searches with advanced language understanding capabilities.

Classification

community

Est Downloads (All Time)

3.4k

Release Date

Jan 5, 2025

Read Images

CatalystNeuro

Integrates with OpenRouter's vision models to enable image analysis and content extraction through natural language...

Classification

community

Est Downloads (All Time)

1.1k

Release Date

Jan 27, 2025

AI Vision Debug

Sami Halawa

Integrates with the Gemini API to analyze UI screenshots, providing automated visual QA and insights for application...

Classification

community

Est Downloads (All Time)

—

Release Date

Feb 28, 2025

Gemini Thinking

bartekke8it56w2

Integrates with Google's Gemini API to provide analytical thinking capabilities for complex problem-solving, codebase...

Classification

community

Est Downloads (All Time)

Release Date

Mar 2, 2025

GemSuite (Google Gemini)

PV Bhat

Integrates with Google's Gemini API through specialized tools for search, reasoning, processing, and file analysis,...

Classification

community

Est Downloads (All Time)

3.3k

Release Date

Mar 15, 2025

Gemini Image Generator

qhdrl12

Enables AI image generation using Google's Gemini 2.0 Flash model with intelligent prompt engineering, automatic...

Classification

community

Est Downloads (All Time)

3.4k

Release Date

Mar 24, 2025

Gemini Image Generator

gh-sanxfxteam

Provides image generation capabilities through Google's Gemini 2 API, enabling text-to-image creation with...

Classification

community

Est Downloads (All Time)

565

Release Date

Mar 25, 2025

Gemini

Garblesnarff

Bridges Claude Desktop with Google's Gemini for seamless, configurable image generation via a JSON-RPC protocol that...

Classification

community

Est Downloads (All Time)

2.4k

Release Date

Mar 17, 2025

Gemini 2.5 Pro

dakrin

Enables Claude Desktop to interact with Google's Gemini 2.5 Pro model through a TypeScript server with Google Search...

Classification

community

Est Downloads (All Time)

565

Release Date

Mar 28, 2025

Gemini with Web Search

techkwon

Integrates Google's Gemini model with real-time web search and YouTube data to enhance AI responses with up-to-date...

Classification

community

Est Downloads (All Time)

565

Release Date

Mar 31, 2025

Gemini AI

Brian W. Smith

Provides a robust interface to Google's Gemini AI models with specialized tools for content generation, chat...

Classification

community

Est Downloads (All Time)

4.5k

Release Date

Apr 2, 2025

Gemini

Novakiki

Wraps Google Gemini API with intelligent model fallback, enabling content generation, function calling, stateful...

Classification

community

Est Downloads (All Time)

—

Release Date

Apr 7, 2025

Tongyi Wanx

Suixinlei

Enables image generation through Alibaba's Tongyi Wanx API, handling authentication, communication, and response...

Classification

community

Est Downloads (All Time)

706

Release Date

Apr 11, 2025

Gemini Data Analysis & Research

falahgs

Bridges to Google's Gemini model for data analysis, email communication, and reasoning process generation with tools...

Classification

community

Est Downloads (All Time)

565

Release Date

Apr 15, 2025

Gemini Media Analysis

Mario Andreschak

Provides image, audio, and video analysis tools using Google's Gemini AI for content description, transcription, and...

Classification

community

Est Downloads (All Time)

1.6k

Release Date

Apr 20, 2025

Vertex AI Gemini

Shariq Riaz

Provides a bridge to Google Cloud's Vertex AI Gemini models with web search grounding, direct knowledge answering,...

Classification

community

Est Downloads (All Time)

12.3k

Release Date

Apr 21, 2025

GemForge (Google Gemini)

PV Bhat

Provides a specialized server that connects to Google's Gemini models with optimized tools for search, reasoning,...

Classification

community

Est Downloads (All Time)

706

Release Date

Apr 29, 2025

Gemini 2.0 Flash

GeorgeJeffers

Enables direct access to Google's Gemini 2.0 Flash model from Claude Desktop through a bidirectional communication...

Classification

community

Est Downloads (All Time)

424

Release Date

May 16, 2025

Gemini Collaboration

Rai Ansar

Enables Claude to collaborate with Google's Gemini AI through question answering, configurable code review, and...

Classification

community

Est Downloads (All Time)

34.2k

Release Date

Jun 11, 2025

Gemini CLI

blesscat

Integrates with Google's Gemini CLI tool to enable conversational interactions, content generation with configurable...

Classification

community

Est Downloads (All Time)

848

Release Date

Jun 26, 2025

Gemini CLI

jamubc

Integrates with Google's Gemini CLI to leverage massive token windows for analyzing large files and codebases,...

Classification

community

Est Downloads (All Time)

270k

Release Date

Jun 30, 2025

Google Gemini

lucky-dersan

Integrates with Google Gemini AI through Google's OpenAI-compatible API endpoint, providing streaming and...

Classification

community

Est Downloads (All Time)

141

Release Date

Jul 3, 2025

Universal Image Generator

Tony Wang

Provides multi-provider image generation and transformation capabilities across Google Gemini, ZhipuAI, and Alibaba...

Classification

community

Est Downloads (All Time)

1.6k

Release Date

Jul 10, 2025

Gemini CLI

Dr Muhammad Aizat Hawari

Integrates with Google's Gemini models through API and CLI to provide intelligent code analysis, security auditing,...

Classification

community

Est Downloads (All Time)

19.2k

Release Date

Jul 12, 2025

Deep Research Gemini

Ragha02

Orchestrates specialized web research agents using CrewAI and Gemini 2.5 Pro to conduct multi-angle searches via...

Classification

community

Est Downloads (All Time)

424

Release Date

Jul 15, 2025

OpenRouter Vision

Nazruden

Integrates with OpenRouter's vision models to analyze images from file paths, URLs, or base64 data using configurable...

Classification

community

Est Downloads (All Time)

141

Release Date

Jul 30, 2025

Gemini

Gurveer

Integrates with Google's Gemini AI models including the 2.5 series with thinking capabilities, vision models, and...

Classification

community

Est Downloads (All Time)

565

Release Date

Aug 1, 2025

Gemini Image Generation

creating-cat

Integrates with Google's Gemini API to generate images with built-in Sharp-based resizing, format conversion, and...

Classification

community

Est Downloads (All Time)

318

Release Date

Aug 8, 2025

Gemini Image Generation

bowwowxx

Integrates with Google's Gemini 2.0 Flash experimental model to generate images from text prompts with configurable...

Classification

community

Est Downloads (All Time)

424

Release Date

Aug 9, 2025

Gemini CLI Orchestrator

Danny Nguyen

Provides strategic metaprompting guidance for Google's Gemini CLI through intelligent frameworks that teach agents...

Classification

community

Est Downloads (All Time)

2.5k

Release Date

Aug 14, 2025

GLM-4.5V Vision

lengbone

Provides image recognition and analysis using GLM-4.5V vision model with tools for general image description, code...

Classification

community

Est Downloads (All Time)

565

Release Date

Aug 18, 2025

Gemini Bridge

Shelakh

Bridges Claude with Google's Gemini AI through the official Gemini CLI, enabling direct queries and file-based...

Classification

community

Est Downloads (All Time)

3.5k

Release Date

Aug 26, 2025

AI Bridge

fakoli

Secure bridge to OpenAI and Google Gemini APIs with multi-layer security protection including prompt injection...

Classification

community

Est Downloads (All Time)

565

Release Date

Aug 20, 2025

Gemini

Philipp Schmid

Integrates with Google's Gemini API to provide intelligent web search with synthesized results and citations, plus...

Classification

community

Est Visitors (All Time)

Release Date

Aug 20, 2025

Gemini CLI

Artegy

Bridges code2prompt with Google's Gemini models to analyze entire codebases or specific components, providing...

Classification

community

Est Downloads (All Time)

282

Release Date

Aug 27, 2025

Gemini 2.5 Flash Image

nanameru

Integrates with Google Gemini 2.5 Flash to provide text-to-image generation, image editing, composition, and style...

Classification

community

Est Downloads (All Time)

161

Release Date

Aug 28, 2025

Nano Banana (Gemini Image Generator)

GuilhermeAumo

Generates images using Google's Gemini 2.5 Flash model and automatically uploads them to ImgBB, returning publicly...

Classification

community

Est Downloads (All Time)

3.3k

Release Date

Aug 29, 2025

Nano-Banana (Gemini 2.5 Flash Image)

Conecho

Integrates with Google's Gemini 2.5 Flash to generate and edit images from text prompts, supporting iterative...

Classification

community

Est Downloads (All Time)

1.3k

Release Date

Sep 5, 2025

Gemini Nanobanana (Image Generation)

Junhan2

Integrates with Google's Gemini 2.5 Flash Image API to provide text-to-image generation, single image editing with...

Classification

community

Est Downloads (All Time)

923

Release Date

Sep 9, 2025

Gemini Image Generator

Shinsuke Kagawa

Integrates with Google's Gemini 2.5 Flash model to generate images with automatic prompt enhancement and file-based...

Classification

community

Est Downloads (All Time)

1.5k

Release Date

Aug 28, 2025

ImageGen

WritingMate.ai

Provides image generation across multiple AI providers (OpenAI DALL-E, Google Gemini, Replicate Flux) with unified...

Classification

community

Est Downloads (All Time)

919

Release Date

Sep 10, 2025

Grok Vision OCR

7etsuo

Integrates xAI's Grok vision model with Tesseract OCR to provide image analysis and text extraction from URLs or...

Classification

community

Est Downloads (All Time)

848

Release Date

Sep 16, 2025

Gemini Image

Antonio

Integrates with Google's Gemini 2.5 Flash Image Preview model to generate images from text descriptions and edit...

Classification

community

Est Downloads (All Time)

282

Release Date

Sep 16, 2025

GLM Vision

danilofalcao

Integrates Z.AI's GLM-4.5V vision model to analyze images from local files or URLs with configurable parameters...

Classification

community

Est Downloads (All Time)

706

Release Date

Sep 17, 2025

Gemini AI

Cory

Integrates with Google Gemini AI services to provide text-to-image generation, image editing, multi-image...

Classification

community

Est Downloads (All Time)

282

Release Date

Sep 19, 2025

AI Vision

Tan Yong Sheng

Integrates with Google's Gemini and Vertex AI models to analyze images, compare multiple images, and process video...

Classification

community

Est Downloads (All Time)

616

Release Date

Oct 6, 2025

Second Opinion (Gemini)

cooneycw

Provides code review and analysis using Google Gemini models with streaming responses, context caching, multi-turn...

Classification

community

Est Downloads (All Time)

848

Release Date

Nov 25, 2025

Gemini Thinking

Chong U

Integrates with Google's Gemini API to provide analytical thinking capabilities that break down complex problems into...

Classification

community

Est Downloads (All Time)

141

Release Date

Mar 28, 2025