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20 Best Memory MCP Servers: compared and ranked, November 2026Ranked from 5,297 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables users to build and tweak BOSS GT-1 guitar tones and patches through plain-language conversation, with Claude writing amp, drive, and effect settings over USB. It can also listen to the pedal's audio, adjust levels and noise suppression, manage user slots, and run a metronome.
    MIT
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    A
    quality
    B
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    An MCP server for local image, speech, music, and SFX generation that preserves character identity across calls and rejects degenerate outputs. It runs with near-zero GPU idle memory and is designed for DeepSeek Harness agents.
    21
    202 npm
    48 PyPI
    3
    MIT
  • A
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    A
    quality
    D
    maintenance
    Enables comprehensive analysis of MIDI SMF files including loading, parsing, track analysis, event extraction with filtering, and detailed file summaries. Supports memory management for efficient repeated access to loaded MIDI files.
    5
    MIT
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    Enables MCP clients to play a fixed built-in audio track and display native Windows/macOS desktop notifications through stdio.
    4
    9 npm
    MIT
  • A
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    B
    maintenance
    An MCP server that exposes a synthesizer composer's command catalog as tools, enabling Claude to compose, sound-design, and mix in a live browser session.
    MIT
  • A
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    C
    maintenance
    Enables any MCP client to control Ableton Live 12 through 56 tools covering tracks, clips, MIDI notes, devices and racks, mixer parameters, transport, browser loading, automation, and arrangement editing. It also provides optional audio analysis (key, chords, groove, transcription, stem separation, mastering listen) and session memory.
    MIT
  • A
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    Enables agents to edit short lyrics in authorized songs by uploading audio, selecting a phrase, supplying replacement words, previewing the result, and exporting the finished track through scoped tools.
    MIT
  • A
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    B
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    Enables agents to co-edit live music sessions, create, remix, publish, export MIDI, and analyze musical structure in the Keyboardia collaborative step sequencer.
    3
    MIT
  • A
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    B
    maintenance
    Enables Claude or any MCP client to view and control a Cubase/Nuendo project in real time, including transport, tempo, locators, mixer, channel strip, inserts, plug-in parameters, and 1,454 commands. It also supports music generation and recording notes into tracks.
    1
    MIT
  • A
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    A
    maintenance
    Enables AI-assisted electronic music production in Ableton Live, with built-in genre theory for indie dance, tech house, melodic techno, and house music.
    7
    GPL 3.0
  • A
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    Enables AI assistants to search, play, queue, pause, resume, and skip tracks in a shared music room via stdio MCP tools, while a synchronized PWA mini/full player serves human listeners.
    MIT
  • A
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    Two-mode creative music studio for AI: scored composition (ABC notation with sheet music) and live performance (Strudel live coding with TidalCycles), with interactive UI rendering inline in Claude Desktop and other MCP clients.
    418 npm
    76
    AGPL 3.0
  • A
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    B
    maintenance
    Enables Claude to co-produce music in a self-hosted browser DAW by creating and editing patterns, chords, basslines and melodies, arranging and automating tracks, mixing with effects and spatial placement, analyzing and editing samples, rendering mixes with mastering feedback, and exporting MIDI and stems — all reflected live in the studio.
    MIT
  • A
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    B
    maintenance
    An MCP bridge that enables AI agents to read and control Ableton Live sessions with read-back verification, including tracks, clips, transport, devices, and third-party plug-in parameters.
    MIT
  • A
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    C
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    Enables an AI assistant to inspect a HeadRush Flex Prime pedal over the local network and build rigs, including signal chains, parallel amps, scenes, and footswitch assignments. Write access is opt-in and validated against the pedal's schema before changes are applied.
    MIT
  • A
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    quality
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    Lets AI assistants render HTML animations to MP4 or GIF in 16:9, 9:16 and 1:1, preview single frames to check their own work, and finish videos with royalty-free music, AI voiceover, burned-in captions, titles and logos. It renders code frame by frame in a real browser rather than generating video from a text prompt.
    MIT