"Understanding Modal Music" matching MCP servers:

A multi-modal user intent collection MCP server that allows AI agents to ask users questions and receive text/image replies.

An MCP server providing vision understanding tools (image QA, OCR, video and document understanding) via OpenAI-compatible endpoints, defaulting to Zhipu GLM vision models.

Enables comprehensive travel and hospitality operations including parallel hotel price comparison, restaurant discovery and reservations, multi-modal transit directions, and cross-platform place reviews.

A local music retrieval MCP server that lets users search, download, and organize songs via natural language, with lyrics matching from NetEase Cloud Music and LRCLIB, plus local library indexing through SQLite.

Integrates AI-powered music generation with professional production tools, enabling autonomous music creation workflows from MIDI input to live streaming.

A RunAPI MCP server for the Suno music generation models, enabling task creation (text-to-music, covers, mashups, etc.), polling, and pricing lookup through a single API key.

Provides vision capabilities to text-only LLMs by acting as a cloud vision adapter layer, enabling image understanding and OCR text extraction through a single MCP tool.

An MCP server that enables MCP clients to directly access and process arXiv papers by fetching the LaTeX source, improving mathematical content understanding.

A FastMCP server that turns JSON data into Plotly figures, deployable as an isolated service on Modal. Data goes in as JSON; a validated Plotly figure (JSON) or a rendered PNG comes back over the Model Context Protocol.

Enables searching X (Twitter) using the xAI Grok API to get summarised answers with citations. Supports filtering by handles, date range, and image/video understanding.

An MCP server that exposes tools for sub-agent style reasoning across multiple LLM providers, enabling delegation of prompts to various models and running critique loops, debates, red-teaming, and answer ranking.

Unified MCP server for Gemini media generation --Nano Banana (images), Veo 3.1 (video), TTS, and Lyria 3 (music). Single Go binary, 12 tools, supports Gemini API key and Vertex AI.

An all-in-one AI content creation platform with 30 tools for generating images, videos, music, and managing enterprise social media and CRM. Enables content generation, image editing, e-commerce features, and social media management directly from MCP-compatible AI assistants.

Gives coding agents structured code understanding via tree-sitter with 23 tools and 10 languages, enabling precise queries instead of reading entire files.

Enables AI agents to search the Soulseek network, filter music results by format and bitrate, queue downloads, monitor transfers, and browse peer libraries through a running slskd daemon.

Enables AI assistants to access TIDAL Music catalog, including search, playlists, favorites, and recommendations.

Production-grade MCP server for image and video understanding and generation across Gemini, OpenAI, and Grok.

Connects MCP-compatible coding tools to RunAPI for AI image, video, music, text-to-speech, and LLM generation using 130+ models from leading providers.

An AI agent that analyzes and transforms music projects in REAPER, explaining why it sounds a certain way and reshaping it toward a desired style through natural language interaction.

Operator-tuned MCP server for Venice AI, providing 31 tools for chat, image, video, audio, and music generation with curated presets and workflow prompts.