"Understanding Modal Music" matching MCP servers:

Qwen Video Understanding MCP
Image & Video Processing Multimedia Processing Autonomous Agents
adamanz
A
license
A
quality
D
maintenance
Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal, supporting hours-long videos with timestamp grounding, text extraction, video summarization, and Q\&A with 256K context window.
Updated 7 months ago (2025-12-27 20:50 UTC)
8
3
MIT
mimo-mcp
AI & Machine Learning Speech Processing Image & Video Processing
Frank-ay
A
license
B
quality
A
maintenance
Enables Claude Code and Codex to directly invoke Xiaomi MiMo's full-modal capabilities including multimodal dialogue, image/video understanding, TTS, voice cloning, and ASR through MCP tools.
Updated a month ago (2026-06-28 12:10 UTC)
11
28
MIT
MiniMax Unified MCP
AI & Machine Learning Search Image & Video Processing
exomind-team
A
license
-
quality
B
maintenance
Unifies MiniMax's multimodal generation, web search, image understanding, audio, video, and music tools into a single MCP server for use with Claude and other clients.
Updated 3 months ago (2026-05-20 12:07 UTC)
1
MIT
deepseek-vision-mcp
AI & Machine Learning Image & Video Processing
JunHua-ECJTU
A
license
A
quality
B
maintenance
This MCP server gives pure-text LLM agents vision capabilities by integrating the free GLM-4.6V-Flash visual model, enabling image, video, and file understanding through standard MCP tools.
Updated 17 hours ago (2026-08-09 09:15 UTC)
3
MIT
agnes-image-mcp
Image & Video Processing AI & Machine Learning
hskelp9527-pixel
A
license
A
quality
C
maintenance
An MCP server that gives text-only models image generation and understanding capabilities, with tools like generate_image, describe_image, and set_api_key. It enables any MCP client to create and analyze images using a single API key.
Updated 2 days ago (2026-08-08 11:10 UTC)
4
MIT
semantic-image-search-mcp
Search Image & Video Processing
Casey-Hemingway
A
license
A
quality
B
maintenance
Enables natural language search of local photo archives using AI-powered semantic understanding, with integration into Claude Desktop via the Model Context Protocol.
Updated 2 months ago (2026-06-24 02:54 UTC)
4
2
MIT
MIMO Image Recognition MCP
AI & Machine Learning Image & Video Processing
rayner-luo
A
license
A
quality
A
maintenance
A Node.js MCP server that enables image understanding by calling the MIMO multimodal model, supporting local file paths and URLs.
Updated a month ago (2026-06-25 18:22 UTC)
1
40
MIT
dstools
AI & Machine Learning Search Image & Video Processing
lijiatuk
A
license
A
quality
C
maintenance
Augments DeepSeek-V4 with image understanding and deep research capabilities via MCP, enabling vision and web research tools.
Updated a month ago (2026-07-01 08:52 UTC)
5
1
MIT
qwen-omni-mcp
AI & Machine Learning Image & Video Processing
sommio
A
license
A
quality
A
maintenance
Enables Claude Code and other AI agents to understand videos and images via Qwen3.7-Plus, supporting native video analysis, image understanding, and convenience tools like summarization and OCR.
Updated 4 days ago (2026-08-06 02:17 UTC)
5
84
2
MIT
gemini-mcp
AI & Machine Learning Image & Video Processing Multimedia Processing
chrischall
A
license
A
quality
A
maintenance
MCP server for Google Gemini media generation, exposing tools for generating and editing images, video, music, and async operations via stdio.
Updated 2 days ago (2026-08-08 02:46 UTC)
11
581
MIT
visual-understand-mcp
Image & Video Processing AI & Machine Learning
bcdxc
F
license
A
quality
B
maintenance
Provides image understanding capabilities to coding models without vision support by automatically invoking a vision model and returning text descriptions, enabling seamless context-aware coding with images.
Updated 2 months ago (2026-06-25 01:27 UTC)
1
2
Luma MCP
AI & Machine Learning Image & Video Processing
JochenYang
A
license
A
quality
A
maintenance
Multi-model vision understanding MCP server that provides unified image analysis for AI assistants without native vision, supporting models like GLM-4.6V, DeepSeek-OCR, Qwen3-VL-Flash, and more.
Updated 3 days ago (2026-08-07 11:55 UTC)
1
3,039
98
MIT
qwen-mcp
AI & Machine Learning Search Image & Video Processing
HUAN425
A
license
A
quality
B
maintenance
A lightweight Node.js MCP server that integrates Alibaba Cloud's Qwen models, providing vision understanding, real-time web search, and general chat capabilities through three ready-to-use tools.
Updated 5 days ago (2026-08-05 08:45 UTC)
3
MIT
vision-bridge-mcp
Image & Video Processing AI & Machine Learning
zgz518
A
license
A
quality
B
maintenance
Enables non-multimodal models to see images by providing MCP tools for image understanding and OCR, backed by any OpenAI-compatible vision model.
Updated 5 days ago (2026-08-05 06:52 UTC)
2
MIT
glm-vision-mcp-server
Image & Video Processing AI & Machine Learning
ANnianExplorer
A
license
A
quality
B
maintenance
Enables understanding local or network images via ZhipuAI's free vision model (glm-4.6v-flash), returning Chinese descriptions or answers to questions. Supports multiple images for comparison and optional model switching.
Updated 6 days ago (2026-08-04 05:50 UTC)
1
1
Apache 2.0
fastcar-vision
Image & Video Processing AI & Machine Learning
williamDazhangyu
F
license
A
quality
C
maintenance
Provides vision understanding capabilities such as image analysis, OCR, object localization, and video frame analysis, plus optional image generation and editing, to coding agents via OpenAI-compatible multimodal models. Runs as a local MCP server with HTTP and stdio transports, configurable for clients like Codex, Claude Code, Kimi, and Cursor.
Updated 16 hours ago (2026-08-09 09:48 UTC)
3
mcp-multivision-server
Image & Video Processing AI & Machine Learning
ganyu123456
A
license
A
quality
B
maintenance
Provides image and video analysis capabilities for LLMs, with local preprocessing (ffmpeg/OpenCV) and any OpenAI-compatible vision model for understanding and Q&A.
Updated a month ago (2026-07-12 01:59 UTC)
4
MIT
Framesleuth
Image & Video Processing Developer Tools Coding Agents
thestackhub1
A
license
A
quality
B
maintenance
MCP server that analyzes videos locally with frame-by-frame understanding and optional browser sidecars, producing structured context bundles for coding agents to fix bugs, add features, or build new functionality.
Updated 3 days ago (2026-08-07 13:04 UTC)
14
Apache 2.0
mcp-video-gen
Image & Video Processing Audio Processing Speech Processing
ZenforceTaiji
A
license
A
quality
B
maintenance
Multi-provider AI video, speech, music, and transcription MCP server enabling video generation, image-to-video, TTS, music creation, and speech-to-text via a unified interface.
Updated 2 days ago (2026-08-07 19:37 UTC)
3
MIT
VisionPower
Image & Video Processing AI & Machine Learning
RunhuaHuang
A
license
A
quality
A
maintenance
A portable image-understanding MCP server that lets agents analyze local images, URLs, or base64 images via an OpenAI-compatible vision model.
Updated 5 days ago (2026-08-04 16:12 UTC)
1
119
27
MIT