Local MCP Server

Most developer tooling work still happens through a UI a human drives. Local MCP server moves it into the conversation instead. AI-powered local file management with state-of-the-art models.

The short version

This software uses AI to organize your local files. It operates locally with Ollama. It does not need a cloud connection. You can also connect it to an OpenAI-compatible endpoint or Anthropic Claude.

Getting it running

Installation goes through your MCP client rather than a global install: point it at local-file-organizer on PyPI and it is fetched when the client starts. The copy-paste blocks for Claude Desktop, Claude Code and Cursor are further down this page.

The tools it exposes

The server publishes 10 tools. What each one is for:

• Intelligence — Learns patterns, tracks preferences, suggests actions, and adds tags automatically (see [automation.suggestions](docs/developer/capability-matrix.md#a
• Deduplication — Finds duplicate files with hash and semantic checks (requires optional [dedup] extra; see [deduplication.manage](docs/developer/capability-matrix.md#d
• Auto-Update — Manages application updates safely across platforms (see updates.manage)
• Cross-Platform — Operates on macOS, Windows, and Linux (see cli surface status)
• macOS — ~/Library/Application Support/file-organizer/
• Linux — ~/.config/file-organizer/ (or $XDG_CONFIG_HOME/file-organizer/)
• Windows — %APPDATA%/file-organizer/
• Interfaces — The Interfaces tool exposed by this server
• Organization — The Organization tool exposed by this server
• Essentials — The Essentials tool exposed by this server

What it needs from you

Configuration is passed through the environment: FO_PROVIDER. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

Things to watch

• It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
• With 10 tools registered it takes up a noticeable share of the context window; turn it off in projects that never touch Local.
• Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

How it compares

Among the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Local's toolset — Intelligence, Deduplication, Auto-Update and 7 more — is a fair guide to whether it matches your workflow.

This entry was verified against Local's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.