MCP Servers

Vision MCP

Enables image analysis and understanding using Vision Language Models through OpenAI-compatible APIs. Supports analyzing images from URLs or local files with custom prompts.

README

Vision MCP

MCP server for image analysis using Vision Language Models.

Quickstart

Install uv (Python package manager):

curl -LsSf https://astral.sh/uv/install.sh | sh

Configure your MCP client (e.g., Claude Desktop):

Go to Claude > Settings > Developer > Edit Config > claude_desktop_config.json:

{
  "mcpServers": {
    "Vision": {
      "command": "uvx",
      "args": ["vision-mcp"],
      "env": {
        "OPENAI_API_KEY": "your-api-key",
        "OPENAI_API_BASE": "https://api.openai.com",
        "OPENAI_MODEL": "gpt-4o"
      }
    }
  }
}

Environment Variables

Variable	Required	Description
`OPENAI_API_KEY`	Yes	API key for authentication
`OPENAI_API_BASE`	Yes	API base URL
`OPENAI_MODEL`	Yes	Model name for vision tasks

Available Tools

Tool	Description
`analyze_image`	Analyze images using Vision Language Model

analyze_image

Analyze and understand image content from files or URLs.

Parameters:

prompt (str): The text prompt describing what to analyze
image_source (str): Image URL or local file path

Supported formats: JPEG, PNG, WebP

License

MIT

Acknowledgments

This project is inspired by MiniMax-Coding-Plan-MCP by MiniMax AI.

Recommended Servers

playwright-mcp

A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.

Official

Featured

TypeScript

Magic Component Platform (MCP)

An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.

Audiense Insights MCP Server

Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.

VeyraX MCP

Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.

Official

Featured

Local

Kagi MCP Server

An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.

Official

Featured

Python

graphlit-mcp-server

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.

Official

Featured

TypeScript

Qdrant Server

This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

Official

Featured

Neon Database

MCP server for interacting with Neon Management API and databases

Official

Featured

Exa Search

A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

Official

Featured

E2B

Using MCP to run code via e2b.

Official

Featured