10 actions in 10 pieces of software · ranked by words, meaning and measured trust · 548 ms

1. 1snowballstemmerverified and signedpassport

   librarysnowballstem/snowballrecord26,541,509 downloads/month

   • stemmer

2. 2snowflake-connector-pythonverified and signedpassport

   librarysnowflakedb/driversrecord103,373,898 downloads/month

   • snowflake

3. 3triadmusic/stems-separatorverified and signedpassport

   modelrecord

   • triadmusic/stems-separator

     Image to separate stems from a song, using demucs and spleeter

4. 4hellyeefound in code, not yet checkedno passport yet
   • separate_stems

     Bir sarkiyi stemlere ayirir (demucs): vocals + drums + bass + other, veya two_stems=True ile vocals + no_vocals.

5. 5mcp-stem-splitterfound in code, not yet checkedno passport yet

   MCP serverkardelw1409/mcp-stem-splitter

   • split_stems

     Split a track into four stems: drums, bass, vocals, other.

6. 6io.github.AceDataCloud/mcp-sunofound in code, not yet checkedno passport yet
   • suno_stems_music

     Separate a song into individual stems (vocals and instruments).

7. 7studiowrightfound in code, not yet checkedno passport yet

   MCP serverumutkocak/studiowright

   • music_stems

     Split a Flow Music song into drums, bass, vocals and other, and save each stem.

8. 8suno-mcpfound in code, not yet checkedno passport yet

   MCP serverjchoi2x/suno-mcp

   • suno_generate_stems

     Generate isolated audio stems from a complete song

9. 9Snowman AIverified and signedpassport

   MCP serverrecord

   • snowman_ai__lambda_

10. 10io.github.AceDataCloud/mcp-producerfound in code, not yet checkedno passport yet
    • producer_stems_music

      Separate a song into individual stems (vocals and instruments).