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Michael-WhiteCapData/ollama-handoff

MCP server that offloads cheap work from your cloud LLM agent to a local Ollama model — summaries, drafts, extractions, first-pass reviews — at zero cloud cost.

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Our verdict

Not reviewed yet

We have not reviewed Michael-WhiteCapData/ollama-handoff yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About Michael-WhiteCapData/ollama-handoff

An MCP server that routes low-cost tasks (summaries, drafts, extractions, first-pass reviews) from a cloud LLM agent to a local Ollama model. This reduces cloud usage and associated costs to zero for those operations.

Best for

Developers using cloud LLM agents who want to cut costs on repetitive, low-complexity tasks by delegating them to a local model.

Use cases

  • Offload summarization of long documents from a paid cloud agent to a local model
  • Generate draft responses or outlines using a local Ollama model at no cost
  • Perform first-pass reviews or data extraction before sending results to a cloud LLM

Notes

1 stars on GitHub. Last updated 2026-06-23. Licensed MIT.

Pros

  • Eliminates cloud costs for routine LLM tasks by running them locally
  • Keeps sensitive data on-premises during non-critical processing steps
  • Simple integration via MCP for existing cloud LLM agent workflows

Cons

  • Requires a running Ollama instance and compatible local models
  • Local model may be slower or less capable than cloud models for complex requests
  • Limited to tasks the local model can handle well (e.g., no advanced reasoning)

Key facts

What we have checked

Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

uvx ollama-handoff          # run directly

Tools exposed

  • ask_local
  • chat_local
  • summarize_local
  • code_review_local
  • draft_commit_message_local
  • extract_local
  • list_models
  • server_info
  • OLLAMA_URL
  • OLLAMA_DEFAULT_MODEL
  • OLLAMA_NUM_CTX
  • OLLAMA_KEEP_ALIVE
  • OLLAMA_TIMEOUT_S

Clients the listing names (not checked here)

Claude Desktop, Claude Code, Cursor

Install

Add Michael-WhiteCapData/ollama-handoff to your client

Not verified yet

Our lab has not run this server yet. "Config checked" on a client means the recipe matches that client's documented config format; it does not mean we ran it.

Claude Code

Config checked

Run in your terminal (runs on your computer)

claude mcp add --transport stdio ollama-handoff -- uvx ollama-handoff@0.1.2

Version 0.1.2 · From the Official MCP registry, read · Format checked against Claude Code's config docs

Claude Desktop

Config checked

Add to claude_desktop_config.json (runs on your computer)

{
  "mcpServers": {
    "ollama-handoff": {
      "command": "uvx",
      "args": [
        "ollama-handoff@0.1.2"
      ]
    }
  }
}

Version 0.1.2 · From the Official MCP registry, read · Format checked against Claude Desktop's config docs

Cursor

Config checked

Add to .cursor/mcp.json (runs on your computer)

{
  "mcpServers": {
    "ollama-handoff": {
      "command": "uvx",
      "args": [
        "ollama-handoff@0.1.2"
      ]
    }
  }
}

Version 0.1.2 · From the Official MCP registry, read · Format checked against Cursor's config docs

VS Code

Config checked

Add to .vscode/mcp.json (runs on your computer)

{
  "servers": {
    "ollama-handoff": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ollama-handoff@0.1.2"
      ]
    }
  }
}

Version 0.1.2 · From the Official MCP registry, read · Format checked against VS Code's config docs

Codex

Config checked

Add to ~/.codex/config.toml (runs on your computer)

[mcp_servers.ollama-handoff]
command = "uvx"
args = ["ollama-handoff@0.1.2"]

Version 0.1.2 · From the Official MCP registry, read · Format checked against Codex's config docs

  • ChatGPT: ChatGPT connects only to remote servers that need no API key.

Recipes come from the server's entry in the official MCP registry. Check the package name before you run it, and keep keys out of shared files.

Works with

What Michael-WhiteCapData/ollama-handoff connects to

5 clients, each with how we know and when we checked.

Works withTypeHow we knowChecked
Claude CodeClientInstall recipe matches the client's documented formatRuns locally, version 0.1.2Config checkedClaude Code docs
Claude DesktopClientInstall recipe matches the client's documented formatRuns locally, version 0.1.2Config checkedClaude Desktop docs
CursorClientInstall recipe matches the client's documented formatRuns locally, version 0.1.2Config checkedCursor docs
VS CodeClientInstall recipe matches the client's documented formatRuns locally, version 0.1.2Config checkedVS Code docs
CodexClientInstall recipe matches the client's documented formatRuns locally, version 0.1.2Config checkedCodex docs

Sources

Where this comes from

No sources recorded yet. Each source we check is listed here with the date we checked it.

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

Pairs with

Other entries in the index that connect to this one. Click through to see the chain.

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