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PopNx MCPMCP servers for people who use AI · explained in plain words

FL Studio Agent

by origami-researchversion 0.1.6i★ –iRuns on your computer
Registry nameio.github.origami-research/fl-studio-agent

Install

Overview

Description from the maker (original English)

Drive FL Studio from an AI agent: write notes, set tempo and levels, check what sounds, render.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs on your computer
  • Transport: stdio
  • Category: Docs, sheets & office work

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • You fill in yourself: FLMCP_FL_LICENSE

You need

  • PyPIPython’s uv installed (for the uvx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "fl-studio-agent": {
      "command": "uvx",
      "args": [
        "fl-studio-agent"
      ],
      "env": {
        "FLMCP_FL_LICENSE": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add fl-studio-agent --env FLMCP_FL_LICENSE=your-value -- uvx fl-studio-agent

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "fl-studio-agent": {
      "command": "uvx",
      "args": [
        "fl-studio-agent"
      ],
      "env": {
        "FLMCP_FL_LICENSE": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "fl-studio-agent": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "fl-studio-agent"
      ],
      "env": {
        "FLMCP_FL_LICENSE": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • FLMCP_FL_LICENSE env
    Set to 'trial' when FL Studio runs as the unregistered trial (it cannot reopen saved projects); 'licensed' otherwise.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account origami-research, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • – Not applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Docs, sheets & office worki

  • More stars than 0% of the other 2198 servers in this category
  • Published to the registry more recently than 75% of the other 2198 servers in this category
  • Basic checks equal to or better than 100% of the other 2198 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is FL Studio Agent safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.1.6) reached the registry 10 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.

What can I use instead?

In the same category: Agent-Native Calendar, Excel MCP Server, MCP Server for Excel

Alternatives

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Excel MCP Server

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Lets AI create and edit Excel files itself, including formulas, charts and PivotTables, without Excel installed.

Runs on your computer★ 4,276MITUpdated 6 days ago
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Excel automation for AI - Sheets, Power Query, DAX, VBA, Tables, Ranges and more. Windows only.

Runs on your computer★ 847MITUpdated 4 days ago
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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

FL Studio Agent

fl-studio-agent lets an AI agent work in your own FL Studio. It writes notes, sets tempo, levels and plugin parameters, checks which channels sound, and renders the mix. It is an MCP server, a Python SDK, and a native Bridge plugin.

Claude Code:

claude mcp add --scope user fl-studio -- uvx --python 3.12 fl-studio-agent

Quick start

You need FL Studio 2026 on macOS or Windows and uv.

  1. Install uv if you don't have it. macOS: curl -LsSf https://astral.sh/uv/install.sh | sh. Windows: powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex", then open a new terminal so uvx is on your PATH. Also on Windows, install loopMIDI, add two ports named exactly FLMCP Req and FLMCP Res, and tick Autostart loopMIDI in its tray menu so the ports come back after a restart (Windows has no virtual MIDI ports; macOS needs nothing).
  2. Set up FL Studio once. Start FL once if you never have, close it, then run (on Windows, in a terminal opened as administrator, because FL's plugin folder is under Program Files):
   uvx --python 3.12 --from fl-studio-agent fl-mcp-install

It installs the controller and note scripts, assigns the controller's MIDI ports, creates the agent's own project (FLMCP Agent.flp; your other projects are never touched), and downloads the prebuilt Bridge plugin, the native FL effect the server requires to write notes and render, checking it against the release's SHA-256 sums. It is safe to rerun. To update later, run it with fl-studio-agent@latest in place of fl-studio-agent and restart FL and your client.

  1. Open the agent project in FL Studio: File > Open, FLMCP Agent.flp in FL's Projects folder (Documents/Image-Line/FL Studio/Projects). It carries the Bridge on its Master insert; in any other song there is no Bridge running, so notes and render are refused.
  2. Add the server to your client with a button above or a config below, and ask for "a 4-bar chord loop in A minor".

Claude Code

claude mcp add --scope user fl-studio -- uvx --python 3.12 fl-studio-agent

Check it with claude mcp list.

Claude Desktop

Download fl-studio-agent.mcpb and open it (or drag it into Settings > Extensions). Claude Desktop installs the package itself; you still run step 2 once, which also installs the Bridge plugin the server requires into FL.

Or add this to claude_desktop_config.json (Settings > Developer > Edit Config):

{

"mcpServers": { "fl-studio": { "command": "uvx", "args": [ "--python", "3.12", "fl-studio-agent" ] } } }

If Claude Desktop reports spawn uvx ENOENT, it cannot see your shell's PATH: replace "uvx" with the full path that which uvx (macOS) or where uvx (Windows) prints.

Cursor

Use the Install in Cursor button above, or add this to ~/.cursor/mcp.json:

{

"mcpServers": { "fl-studio": { "command": "uvx", "args": [ "--python", "3.12", "fl-studio-agent" ] } } }

</details>

VS Code

Use the Install in VS Code button above, or run (macOS/Linux shell quoting):

code --add-mcp '{"name": "fl-studio", "type": "stdio", "command": "uvx", "args": ["--python", "3.12", "fl-studio-agent"]}'

Windsurf and other clients

Add the standard entry to the client's MCP config (Windsurf: mcp_config.json, see its MCP docs):

{

"mcpServers": { "fl-studio": { "command": "uvx", "args": [ "--python", "3.12", "fl-studio-agent" ] } } }

</details>

Troubleshooting

Run the doctor while FL Studio is open:

uvx --python 3.12 --from fl-studio-agent fl-mcp-doctor

It prints one JSON report of the control plane (controller script and MIDI ports), the note plane (the Bridge), and the agent project. Its status is ok only when all of them are connected, and not_ready otherwise, with a fix for each one that is not. The usual fixes: open FLMCP Agent.flp in FL Studio before your client starts the server (the doctor reports no running Bridge when another song is open, and rerunning step 2 when none is installed); after an upgrade rerun step 2 with fl-studio-agent@latest (a stale controller is reported); on Windows, keep loopMIDI running with both ports. Using the FL Studio trial? Set FLMCP_FL_LICENSE=trial in the server's env, and answer No when FL asks to save FLMCP Agent.flp: the trial cannot reopen a song it saved. If it was saved, delete it and rerun step 2, which creates it again. uvx --python 3.12 fl-studio-agent --version prints the installed version.

Tools

The server exposes five tools, one per job:

ToolPurpose
runExecute Python against the FL SDK: write and clear notes, tempo, levels, parameters. Its docstring is the SDK cheatsheet.
get_sceneRead what FL has now: a compact musical summary, or the notes (detail="notes", by channel and pattern).
checkPlay a few bars and read FL's mixer meters: which channels sounded, their peaks, and why a silent one is silent.
renderPlay the live arrangement once and record the mix to WAV.
analyzeAnalyze a WAV deterministically.

The working rhythm is write, check at milestones, render at the end. Every result is what FL now has, so nothing needs waiting for, saving, or re-reading. FL's transient refusals ("operation unsafe at current time", a busy control wire) are retried inside the engine; a model sees only errors it can act on. Setup diagnostics are for the operator, not the model: fl-mcp-doctor prints the same report as JSON.

How it works

Three complementary lanes: flpkit edits project files, the native Bridge plugin performs live host operations, and the MIDI controller script handles live controller operations. SETUP.md covers installing from a source checkout and building the Bridge.

Security

The Python the model writes in run, and the shell and file tools when they are on, runs in a sandbox limited to its own workspace folder, on macOS and Windows. It can read and write that folder and reach the public internet, so pip install works. It cannot read your home folder or your other files, reach services on this computer (FL's control ports included), or touch other programs. The engine itself, FL Studio and the Bridge are not sandboxed; the model's code reaches FL only through the engine. Before any model code runs, the engine checks that the sandbox holds and refuses to run the code if it does not; the MCP server reports confined=true. On macOS the sandbox does not block other computers on your local network. Details: docs/38.

Development

For a disposable live smoke session, run fl-mcp-dev-session. For the local merge gate, run:

scripts/gate.sh

The gate is the authoritative test count and verification contract; see docs/gate.md for its current stages.

Documentation

  • SETUP.md: installation from source, the Bridge plugin, Windows.
  • docs/README.md: current documentation map.
  • docs/24-coverage-map.md: capability status.
  • RUNBOOK_E2E.md: end-to-end verification.
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