Koskamo

localize MCP

An MCP server and Claude Code plugin that offloads bulk reading, web research, and test-gated code writing to a local LLM, reducing token costs by processing logs and files locally before returning concise answers to the agent.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

localize MCP logo, by JoblessJoeCommunity listingLocal stdioSource reviewed; not executedPublished by JoblessJoe
You need:Installing from git needs no npm install .
Vendor documentation

What you can do with it

  • Offload reading large test logs or documentation files to a local model
  • Research the web and return cited answers without exposing full pages to the agent
  • Write and test code in isolated git worktrees with local model execution

Source and maintenance

Community listingRegistry 0.1.4
mcp-registry: io.github.JoblessJoe/local-llm-worker@0.1.4Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

local-llm-worker 0.1.4

npm
local-llm-worker package definition
{
  "version": "0.1.4",
  "transport": "stdio",
  "identifier": "local-llm-worker",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "LLW_BASE_URL",
      "format": "string",
      "description": "Model server URL (Ollama, llama.cpp, LM Studio, vLLM). Default http://localhost:11434"
    },
    {
      "name": "LLW_MODEL",
      "format": "string",
      "description": "Model to use; optional if the server has only one"
    },
    {
      "name": "LLW_SEARCH_URL",
      "format": "string",
      "description": "SearXNG URL for web research (optional)"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "localize-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "local-llm-worker@0.1.4"
      ],
      "env": {
        "LLW_BASE_URL": "<YOUR_LLW_BASE_URL>",
        "LLW_MODEL": "<YOUR_LLW_MODEL>",
        "LLW_SEARCH_URL": "<YOUR_LLW_SEARCH_URL>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "localize-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "local-llm-worker@0.1.4"
      ],
      "env": {
        "LLW_BASE_URL": "<YOUR_LLW_BASE_URL>",
        "LLW_MODEL": "<YOUR_LLW_MODEL>",
        "LLW_SEARCH_URL": "<YOUR_LLW_SEARCH_URL>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "localize-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "local-llm-worker@0.1.4"
      ],
      "env": {
        "LLW_BASE_URL": "<YOUR_LLW_BASE_URL>",
        "LLW_MODEL": "<YOUR_LLW_MODEL>",
        "LLW_SEARCH_URL": "<YOUR_LLW_SEARCH_URL>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "localize-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "local-llm-worker@0.1.4"
      ],
      "env": {
        "LLW_BASE_URL": "<YOUR_LLW_BASE_URL>",
        "LLW_MODEL": "<YOUR_LLW_MODEL>",
        "LLW_SEARCH_URL": "<YOUR_LLW_SEARCH_URL>"
      }
    }
  }
}

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