Koskamo

EvalForge Lite MCP

EvalForge Lite MCP allows AI assistants to compare LLMs across providers like OpenRouter, Bedrock, Vertex AI, and Foundry. It runs comparisons, scores test cases, and lists models or availability directly within the conversation using stdio.

Package and access

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

EvalForge Lite MCP logo, by thejaredchapmanCommunity listingLocal stdioSource reviewed; not executedPublished by thejaredchapman
Vendor documentation

What you can do with it

  • Compare LLM performance across multiple providers
  • Run automated grading on test cases
  • List available models and regions
  • Get pre-run feedback on prompt clarity

Source and maintenance

Community listingRegistry 1.0.1
mcp-registry: io.github.thejaredchapman/evalforge-lite@1.0.1Source repositoryProject website
Maintenance checked

Packages and installation

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

evalforge-lite 1.0.1

pypi
evalforge-lite package definition
{
  "version": "1.0.1",
  "transport": "stdio",
  "identifier": "evalforge-lite",
  "registryType": "pypi",
  "environmentVariables": [
    {
      "name": "OPENROUTER_API_KEY",
      "description": "Optional. OpenRouter API key held by the server so tool calls need no credentials for OpenRouter. If unset, pass creds in each tool call."
    }
  ]
}

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": {
    "evalforge-lite-mcp": {
      "command": "uvx",
      "args": [
        "evalforge-lite==1.0.1"
      ],
      "env": {
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_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": {
    "evalforge-lite-mcp": {
      "command": "uvx",
      "args": [
        "evalforge-lite==1.0.1"
      ],
      "env": {
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_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": {
    "evalforge-lite-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "evalforge-lite==1.0.1"
      ],
      "env": {
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_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": {
    "evalforge-lite-mcp": {
      "command": "uvx",
      "args": [
        "evalforge-lite==1.0.1"
      ],
      "env": {
        "OPENROUTER_API_KEY": "<YOUR_OPENROUTER_API_KEY>"
      }
    }
  }
}

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