Put your models to work

Use 21 official mere.run plugins to make films, search archives or the web, train adapters, operate one Mac window, or hand off an agent task.

Film Studio VFX Image Animatic Image Compose Perform Dataset Identity Terminal-Bench Geospatial SearXNG Search Archive Document Media Scrub Transcript Face Frontier Handoff Computer Use Batch ShotGrid RunPod
Dashed modules can send data to an account or service that you connect.

Start with a workflow

Find a plugin

To see a plugin's requirements, outputs, and install command, open Setup and commands on its card.

External model · Your CLI account

Frontier Handoff

Send a chat or agent task to your signed-in Claude Code or Codex CLI and keep a local copy of the result.

  • Claude Code
  • Codex
  • Run receipts

Source install · Requires pipx

Setup and commands

Installation: This plugin installs from source with pipx and needs a Python environment. It has no signed Mac bundle.

Package: mere-frontier-handoff

Install and sign in to Claude Code or Codex separately. The provider receives the prompt and any workspace context that you permit. Agent mode is read-only by default. Review the output before you use it.

Outputs: A run plan, the local response, and hashes of the request and output. The plugin creates no remote resources.

To install Frontier Handoff, run:

mere.run plugin install mere-frontier-handoff --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-frontier-handoff.

Frontier Handoff guide
Local model · macOS window

Computer Use

Run a task in one macOS window that you select, using a local vision model and the Cua Driver.

  • Selected window
  • Local vision
  • Run receipt

Source install · Requires pipx

Setup and commands

Installation: This plugin installs from source with pipx and needs a Python environment. It has no signed Mac bundle.

Package: mere-computer-use

Requires the Cua Driver, Pi, a compatible vision model, and macOS Accessibility and Screen Recording permissions. Model terms apply separately. The plan sets the target window and an action limit before the run starts.

Outputs: A local run record with action and observation counts and a model report. Check the final state of the app yourself.

To install Computer Use, run:

mere.run plugin install mere-computer-use --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-computer-use.

Computer Use guide
Local media · Pi provider

Film Studio

Develop a short film from a brief, create local media, compare takes, and prepare a delivery with human review.

  • Film production
  • Captions
  • Review

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-film-tools

Requires Pi, FFmpeg, FFprobe, and compatible local models. Your selected Pi provider handles agent conversations.

Outputs: A project manifest, review package, captions, playable cut, and delivery checksums.

To install Film Studio, run:

mere.run plugin install mere-film-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-film-tools.

Film Studio guide
Local

VFX Tools

Create rotoscoping, tracking, clean-plate, depth, normal, relighting, and 3D artifacts for visual-effects shots.

  • Mattes
  • Depth and geometry
  • Motion

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-vfx-tools

Requires the models and media tools for your chosen workflow. Some 3D paths require prepared views or verified model bundles.

Outputs: Shot artifacts and manifests that record inputs, commands, and output hashes.

To install VFX Tools, run:

mere.run plugin install mere-vfx-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-vfx-tools.

VFX Tools guide
Local

Image Tools

Remove a background with a subject prompt, refine the matte, and export a transparent image and mask.

  • Subject knockout
  • Segmentation
  • Alpha masks

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-image-tools

Requires a compatible local segmentation model. Use the getting-started guide for your first subject knockout.

Outputs: A transparent PNG image, a subject mask, and a run manifest.

To install Image Tools, run:

mere.run plugin install mere-image-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-image-tools.

Image Tools guide
Local

Animatic Tools

Prepare character references, shot and voice kits, continuity checks, set proxies, and delivery assets for an animatic.

  • Reference packs
  • Continuity
  • Set proxies

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-animatic-tools

Requires the models for your selected operation. Set workflows can also require Blender and USD tools.

Outputs: Production kits, review reports, indexed references, and artifact hashes.

To install Animatic Tools, run:

mere.run plugin install mere-animatic-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-animatic-tools.

Animatic Tools guide
Local

Image Compose

Generate repeatable image compositions with prompts, reference images, and low-rank adaptation (LoRA) adapters.

  • Image generation
  • References
  • LoRA

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-workflow-tools

Requires a compatible image model and any reference images or adapters used in the composition.

Outputs: Generated images with recorded prompts, model settings, seeds, and hashes.

To install Image Compose, run:

mere.run plugin install mere-image-compose --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-image-compose.

Image Compose guide
Local

Perform

Play a local real-time music model with MIDI and prompt blending. Export a stage view, record events, and capture audio.

  • Real-time music
  • MIDI
  • WAV capture

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-perform

Requires the Magenta Heart real-time model. A MIDI controller is optional. The stage view reflects a running local session.

Outputs: A show manifest, stage files, event logs, and optional WAV capture.

To install Perform, run:

mere.run plugin install mere-perform --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-perform.

Perform guide
Local

Archive Tools

Index documents and images, reduce sensitive text, and answer questions with cited searches. Source files stay unchanged.

  • Archive investigation
  • Shared drives
  • SQLite

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-archive-tools

Requires local text and vision models; investigation also requires Pi and a chat model with tool support. Render scanned PDFs to images before you index them. Review cited evidence and protect retained metadata.

Outputs: A SQLite index, source pointers, search traces, and supported or unresolved claims.

To install Archive Tools, run:

mere.run plugin install mere-archive-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-archive-tools.

Archive Tools guide
Local

Document Tools

Convert documents to Markdown, extract text with optical character recognition (OCR), and reduce personally identifiable information (PII).

  • Markdown
  • OCR
  • Text redaction

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-workflow-tools

Conversion uses local AnyDoc. OCR and redaction require the corresponding mere.run models. Review text before sharing it.

Outputs: Converted or extracted text, optional redacted text, and processing records.

To install Document Tools, run:

mere.run plugin install mere-doc-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-doc-tools.

Document Tools guide
Local

Media Scrub

Extract visible text from images or folders of frames, then redact sensitive values in the extracted text.

  • Frame OCR
  • Text redaction
  • Batch processing

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-workflow-tools

Requires local OCR and anonymization models. Redaction applies to extracted text; it does not obscure the source image pixels.

Outputs: Per-frame text and redaction reports, output hashes, and resumable run records.

To install Media Scrub, run:

mere.run plugin install mere-media-scrub --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-media-scrub.

Media Scrub guide
Local

Transcript Tools

Transcribe local audio and optionally reduce sensitive information in the transcript, with recorded outputs and hashes.

  • Transcription
  • Audio
  • Text redaction

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-workflow-tools

Requires a local speech-recognition model and, for redaction, a text anonymization model. Review the transcript before sharing it.

Outputs: Transcripts, optional redacted text, and a manifest of generated artifacts.

To install Transcript Tools, run:

mere.run plugin install mere-transcript-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-transcript-tools.

Transcript Tools guide
Local

Face Tools

Index a local photo library and find similar faces from a reference image, with review exports and a SQLite database.

  • Photo libraries
  • Face similarity
  • Review exports

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-face-tools

Requires the local face-analysis runtime. Protect the source photos, face embeddings, and index. Similarity results require human review.

Outputs: A local face index, similarity search results, and review artifacts.

To install Face Tools, run:

mere.run plugin install mere-face-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-face-tools.

Face Tools guide
Local

Dataset Tools

Prepare image-caption datasets with local captions, extracted text, trigger tokens, and contact sheets for adapter training.

  • Dataset preparation
  • Captioning
  • LoRA

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-workflow-tools

Requires local captioning or OCR models for the operations you select. Review captions and source rights before training.

Outputs: Caption files, OCR sidecars, contact sheets, and a dataset run manifest.

To install Dataset Tools, run:

mere.run plugin install mere-dataset-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-dataset-tools.

Dataset Tools guide
Local or Relay

Identity Tools

Generate identity curricula, train text adapters, compare four evaluation arms, and compile aggregate reports through a configured backend.

  • Text adapters
  • Evaluation
  • Graph provider

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-workflow-tools

Configure a compatible executable backend before running work. Private datasets, weights, and logs remain in backend custody.

Outputs: Curricula, adapter training results, evaluation records, and sanitized aggregate reports.

To install Identity Tools, run:

mere.run plugin install mere-identity-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-identity-tools.

Identity Tools guide
Local · Docker

Terminal-Bench

Compare local text models on pinned Terminal-Bench tasks with the Harbor harness, resource limits, and matched evaluation settings.

  • Agent evaluation
  • Harbor
  • Docker

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-terminal-bench

Requires a running Docker context and compatible local models. The plugin does not create a Docker runtime or submit leaderboard results.

Outputs: Per-model scores, error and timing reports, logs, and a hashed artifact bundle.

To install Terminal-Bench, run:

mere.run plugin install mere-terminal-bench --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-terminal-bench.

Terminal-Bench guide
Local or Relay

Geospatial Tools

Prepare satellite inputs, generate flood or fire candidate masks, and create Earth-observation embeddings with recorded raster provenance.

  • Flood and fire
  • Earth observation
  • Graph provider

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-geo-tools

Requires compatible geo models and pinned source imagery. Hazard candidates require independent review. Model and imagery licenses govern permitted uses.

Outputs: Georeferenced candidate masks, probability rasters, embeddings, and source manifests.

To install Geospatial Tools, run:

mere.run plugin install mere-geo-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-geo-tools.

Geospatial Tools guide
Local

Batch Runner

Run explicit mere.run commands from JSON Lines job files, track each result, and resume an interrupted batch.

  • Automation
  • JSON Lines
  • Resumable jobs

Mac bundle · No Python setup

Setup and commands

Installation: On Apple silicon Macs with macOS 15 or later, mere.run installs a signed bundle with its own Python runtime. You don't need Python, pipx, or a virtual environment.

Package: mere-workflow-tools

Requires explicit command arguments and the models used by each job. Review the job file before running the batch.

Outputs: Per-job status, command arguments, output hashes, and a durable batch manifest.

To install Batch Runner, run:

mere.run plugin install mere-batch-runner --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-batch-runner.

Batch Runner guide
External service · ShotGrid

ShotGrid Tools

Publish artifacts to ShotGrid review versions, create notes, link playlists, update tasks, and retrieve production jobs.

  • Production tracking
  • Review publishing
  • Task queries

Source install · Requires pipx

Setup and commands

Installation: This plugin installs from source with pipx and needs a Python environment. It has no signed Mac bundle.

Package: mere-shotgrid-tools

Requires your ShotGrid credentials and project configuration. Publishing sends the selected artifacts and metadata to your ShotGrid service.

Outputs: Review versions, production records, publish manifests, and task-derived job files.

To install ShotGrid Tools, run:

mere.run plugin install mere-shotgrid-tools --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-shotgrid-tools.

ShotGrid Tools guide
Remote · RunPod

RunPod Runner

Run mere.run training recipes on GPU pods in your RunPod account, retrieve artifacts, and terminate the pods by default.

  • Remote GPUs
  • LoRA training
  • Cleanup

Source install · Requires pipx

Setup and commands

Installation: This plugin installs from source with pipx and needs a Python environment. It has no signed Mac bundle.

Package: mere-runpod

Requires RunPod credentials and a reviewed recipe. Runs upload inputs and create billable resources in your account.

Outputs: Training artifacts, a run manifest, retrieval records, and resource cleanup status.

To install RunPod Runner, run:

mere.run plugin install mere-runpod --yes

Omit --yes to preview the installation. To check dependencies, run mere.run plugin doctor mere-runpod.

RunPod Runner guide

Install your first plugin

This example installs Image Tools, which cuts a subject out of an image on your Mac. Before you begin, install mere.run.

Signed Mac bundles

16 of 21 plugins provide signed bundles for Apple silicon Macs with macOS 15 or later. Each bundle includes its own Python runtime, so you don't need Python, pipx, or a virtual environment. mere.run verifies the publisher and macOS notarization before it activates a bundle.

Frontier Handoff, SearXNG Search, Computer Use, ShotGrid Tools, and RunPod Runner install from source with pipx and need a Python environment.

Install from Studio

In macOS Studio, open Plugins, select a plugin, and confirm its installation. To use the terminal instead, follow these steps.

For more information, see Signed plugin bundles.

  1. Preview the installation

    To inspect the bundle without installing it, run:

    mere.run plugin install mere-image-tools
  2. Install Image Tools

    To install the plugin, add --yes:

    mere.run plugin install mere-image-tools --yes
  3. Check dependencies

    To check the plugin's tools and models, run:

    mere.run plugin doctor mere-image-tools

Some workflows also need Pi, media tools, Docker, model downloads, or provider credentials. Bundles don't include these.

Create your first subject knockout

Run plugin commands

To run a plugin command without changing your PATH, use mere.run plugin run. For example, to view the Archive Tools investigation options, run:

mere.run plugin run mere-archive-tools -- investigate --help

Know where your work runs

Each plugin card lists where the plugin runs. Before you run a plugin, check its dependencies, destinations, and the data that it keeps.

On your Mac
Most plugins run local mere.run models and write their outputs to disk. Computer Use acts only in the window that you select and records action and observation counts.
Accounts and web engines
SearXNG runs locally and sends search queries to its configured web engines. Frontier Handoff sends tasks through your Claude Code or Codex account. RunPod creates billable pods, and ShotGrid receives published artifacts.
Sensitive data
Redaction can miss sensitive values. Media Scrub redacts extracted text, not image pixels. Protect retained file paths, embeddings, and databases.
Plans and cleanup
Provider plugins record a run manifest before they create paid resources. RunPod terminates pods by default.

Build repeatable workflows

Use typed graph providers to compose supported plugins on local, SSH, or Relay workers. Preflight checks and artifact contracts describe each node.

Listen to a Perform session

This instrumental recording comes from the bundled Magenta Heart example. Perform records audio and MIDI events from a local session.

Set up a Perform session
Instrumental music with no speech