Koskamo

llmshift MCP

An MCP server that helps agents find retiring LLM calls in code, turn real usage logs into tests, and compare replacement models to ensure smooth model migration without breaking products.

Package and access

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

llmshift MCP logo, by DeChuks-hubCommunity listingLocal stdioSource reviewed; not executedPublished by DeChuks-hub
Vendor documentation

What you can do with it

  • Scan code to find every model call and check retirement dates
  • Turn real usage logs into automated test sets
  • Compare new model outputs against existing tests to detect regressions

Source and maintenance

Community listingRegistry 0.1.7
mcp-registry: io.github.DeChuks-hub/llmshift@0.1.7Source repository
Maintenance checked

Packages and installation

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

llmshift 0.1.7

pypiuvx
llmshift package definition
{
  "version": "0.1.7",
  "transport": "stdio",
  "identifier": "llmshift",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp"
    }
  ],
  "environmentVariables": [
    {
      "name": "OPENAI_API_KEY",
      "description": "For tools that call OpenAI models (compare, pick, fix, safety). Not needed for scan or models."
    },
    {
      "name": "ANTHROPIC_API_KEY",
      "description": "For tools that call Claude models. Not needed for scan or models."
    },
    {
      "name": "GEMINI_API_KEY",
      "description": "For tools that call Gemini models. Not needed for scan or models."
    }
  ]
}

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.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "llmshift-mcp": {
      "command": "uvx",
      "args": [
        "llmshift==0.1.7",
        "mcp"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "llmshift-mcp": {
      "command": "uvx",
      "args": [
        "llmshift==0.1.7",
        "mcp"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>"
      }
    }
  }
}

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": {
    "llmshift-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "llmshift==0.1.7",
        "mcp"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>"
      }
    }
  }
}

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": {
    "llmshift-mcp": {
      "command": "uvx",
      "args": [
        "llmshift==0.1.7",
        "mcp"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GEMINI_API_KEY": "<YOUR_GEMINI_API_KEY>"
      }
    }
  }
}

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