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MCP server · Developer Tools

FoundationModels

by · github.com/phimage/mcp-foundation-models

MCP Server to generate message with Apple FoundationModels

Unclaimed MIT last commit a year ago mcp-serveraimcpfoundationmodels
InstallView source
54Fair

Scored 5 months ago · breakdown

About FoundationModels

FoundationModels is an MCP server published by phimage in the Developer Tools category: mCP Server to generate message with Apple FoundationModels.

The repository has 6 stars and 5 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/phimage/mcp-foundation-models

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 4 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • !Dependencies pinnedNo lockfile. Installs can pull different code over time.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

1 check has not been run yet.

README

mcp-foundation-models

A Model Context Protocol (MCP) server that provides text generation capabilities using Apple's Foundation Models framework. This server enables MCP clients to access Apple's on-device language models for secure, private text generation.

Features

  • Apple Foundation Models Integration: Leverages Apple's on-device language models for text generation

Requirements

  • macOS 26.0 or later (macOS Tahoe)
  • Xcode 26.0 or later
  • Swift 6.2 or later
  • Apple Silicon Mac (for optimal Foundation Models)

Installation

Building from Source

  1. Clone the repository:

    git clone <repository-url>
cd mcp-foundation-models

  2. Build the project:

    swift build -c release

  3. The executable will be available at:

    .build/release/mcp-foundation-models

Use it in Claude Desktop for instance

Edit Claude configuration file '$HOME/Library/Application Support/Claude/claude_desktop_config.json'

Add this server full path as "mcpServers" sub object

{
  "mcpServers": {
    "foundation-models": {
      "command": "/path/to/mcp-foundation-models/.build/release/mcp-foundation-models",
      "args": [
      ]
    }

Environment Variables

The server supports configuration through environment variables:

  • SYSTEM_INSTRUCTIONS: Set default system instructions for the AI assistant
  • DEBUG: Enable debug logging (any non-empty value)

Dependencies

TODO

  • manage some session id to keep some conversation history

License

MIT

README fetched from the repository 4 days ago. The original is authoritative.

Questions

About FoundationModels

How do I install FoundationModels?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is FoundationModels safe to use with an AI agent?

Its trust score is 54 out of 100 (fair). It passes 2 of the 5 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is FoundationModels still maintained?

The last commit was a year ago and 1 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.