Model Manager MCP server

Read from the package source without running it. The installed server may list more.

• cancel_trainingwrite action

  Cancels a running training run. Requires a confirmation.

• check_isolation

  Cross-check of the isolation: does the tunnel work, and is the LAN really closed.

• check_training_env

  Whether the LoRA environment on the VM is present and actually importable.

• create_variantwrite action

  Creates a custom variant from an existing Ollama model.

• decorate
• fetch_model

  Fetches a model onto the VM. Returns immediately, with an id.

• job_status

  Progress of a background job, e.g. a model fetch.

• list_adapters

  Which finished LoRA adapters are on the VM, for which base model.

• list_jobs

  All jobs known in this session plus the folders on the VM.

• list_variants

  Which variants exist, where they come from and what is set in them.

• models_present

  Which models are on the VM, with size and storage location.

• remove_modelwrite action

  Removes a model from the VM. Requires an explicit confirmation.

• remove_variantwrite action

  Removes a variant. Requires an explicit confirmation.

• show_variant

  What a variant really contains.

• start_service

  Starts a previously halted service again and checks whether it answers.

• start_training

  Starts a LoRA training run in the background and returns an id.

• status

  What is currently running on the model machine.

• stop_service

  Halts one of the two services. 'vllm' or 'ollama'.

• switch_service

  Switches the inference service to a different model.

• training_status

  Progress, loss and estimated time remaining of a training run.

• Code scan10 source files scanned25/25
• –Live reliabilityno gateway calls yet and no remote to proben/a
• –Tool poisoningtools not inspected (local package is not executed); not countedn/a
• Auth qualitylocal package, no credentials required12/15
• Maintenancelast push 11 days ago15/15
• Maintainer identityregistry namespace matches repository owner6/10

Model Manager: common questions

Is Model Manager MCP server safe?

Yes, by our scan: it is graded A (89/100). Read the Model Manager safety report

How do I install Model Manager?

It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.

Does Model Manager need an API key?

No secret keys are declared. It reads 6 settings from the environment.

Is Model Manager maintained?

The last commit was 12 days ago (2026-09-08). The latest release is v1.0.2.

What can I use instead of Model Manager?

Servers from other publishers that do the same job: KLYPIX Project Brain MCP server, mcpm MCP server and Agent-Native Assets MCP server. Compare all Model Manager alternatives.