khglynn/spotify-bulk-actions-mcp

Overview

An MCP server that enables bulk operations on Spotify playlists and library data. It batch-creates playlists with confidence scoring, exports a user's library, and imports tracks from CSV, with a human-in-the-loop review step for low-confidence matches.

Best for

Best for
Developers who want to batch manage Spotify libraries with uncertainty handling

Use cases

• Automate large playlist creation from curated track lists
• Export entire Spotify library for backup or analysis
• Import CSV track lists with manual review of uncertain matches

Notes

An MCP server that enables bulk operations on Spotify playlists and library data. It batch-creates playlists with confidence scoring, exports a user’s library, and imports tracks from CSV, with a human-in-the-loop review step for low-confidence matches.

1 stars on GitHub. Last updated 2025-12-22. Licensed MIT.

Use cases

• Automate large playlist creation from curated track lists
• Export entire Spotify library for backup or analysis
• Import CSV track lists with manual review of uncertain matches

Pros

• Handles bulk operations not available in Spotify’s official API
• Includes confidence scoring to flag ambiguous track matches
• Human-in-the-loop review reduces import mistakes

Cons

• Very early-stage project with only 1 GitHub star
• Limited to Python environment and MCP protocol
• Requires manual review step which slows full automation

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.