"Spec-WorkFlow documentation or implementation" matching MCP servers:

Enables AI agents to search Spotify, inspect playback state, manage devices, and control music through the official Spotify Web API using OAuth authentication.

MCP server for Scribefy — extract YouTube transcripts from Claude Desktop, Cursor, Windsurf, ChatGPT custom GPTs, or any other MCP-compatible client.

Cross-platform music link resolution for AI agents. Resolve any song or album across Spotify, Apple Music, Amazon, YouTube, and more. Returns affiliate-ready links with click tracking

MCP server for 34 embeddable pixel-art digital fireplaces. Enables listing fireplace styles, retrieving HTML/embed codes, and getting recommendations based on mood or tags.

An implementation of the Model Context Protocol that provides AI models with standardized access to Kaltura's media management capabilities including uploading, retrieving metadata, searching, and managing categories and permissions.

An MCP server for The Skeptics' Guide to the Universe podcast — search transcripts, look up episodes, pull Science or Fiction, and search news items, all from inside Claude.

An MCP server that lets users generate, edit, and save Xfer Serum 2 presets from plain-English descriptions directly through MCP clients like Claude Code or Claude Desktop, without any separate API keys or LLM calls.

Public MCP wrapper for SubDownload.Fetch YouTube transcripts, search videos, browse channels and playlists — instant YouTube data for your AI workflow.

Enables AI assistants to query and manage a local Engine DJ library on macOS, including searching tracks by BPM, key, genre, or comments, auditing duplicates and missing files, reading cues and beatgrids, and building playlists or fixing tags when write access is enabled.

Fetch Songsterr tabs and transpose them between tunings and string counts, outputting ASCII or Guitar Pro files.

Enables AI agents to pull real TikTok profile and video analytics, rank posts by custom metrics, and publish videos or photo carousels or create drafts for the connected account.

Turns a YouTube channel into a webhook that delivers signed HTTP POST notifications ~8 seconds after a new video is published, without polling or YouTube API quota.

The Atlas Docs MCP server provides technical documentation of libraries and frameworks for AI assistants, processes the official documentation into Markdown versions suitable for LLMS, and is applicable to McP-compatible LLM clients such as Cursor, Cline, Windsurf, etc.

Context7 MCP is a service that provides developers with the latest code documentation and examples. By integrating into the development environment, it ensures that the code generated by LLMS is based on the latest library documentation.

Enables MCP clients such as Claude, Cursor, and VS Code Copilot to search more than 50,000 internet radio stations by name, genre, country, or language and retrieve their direct stream URLs. It also surfaces the most popular and trending stations along with country and genre listings, with no API key or account required.

Provides AI clients with access to FlowMusicAI's pricing, documentation, and FAQ, enabling them to answer questions about the AI music generator.

Enables AI agents to read, control, and orchestrate Singular.live live broadcast graphics compositions, including filling control nodes, animating sub-compositions, and running a newsroom rundown-to-graphics workflow.

Find where to watch any movie or TV show across 30 Asian and Middle Eastern streaming markets. Works with Netflix, Disney+ Hotstar, Shahid, Wavve, JioCinema, and 20+ more regional services.

Enables users to turn festival lineups, moods, genres, similar artists, or blended playlists into reviewable, editable track drafts built from matched songs. Drafts can be published as playlists in the user's own Spotify account, or exported as Deezer-linked lists, running entirely locally.

Read-only MCP server exposing Producer AI's music generation workflows, pricing, documentation, FAQ, and official links. Enables AI clients to retrieve product knowledge without requiring API keys.