Koskamo

llm-oracle MCP

An MCP server providing a continuously-updated catalog and query API for LLM provider availability and pricing. It allows AI agents to make routing decisions at inference time by finding the lowest cost models, checking availability, and comparing models with cited sources for pricing claims.

Package and access

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

llm-oracle MCP logo, by weiseerCommunity listingLocal stdioSource reviewed; not executedPublished by weiseer
Vendor documentation

What you can do with it

  • Find the cheapest model for specific input and output token counts
  • Check current availability status of specific LLM models
  • Compare multiple models side-by-side for cost and capabilities
  • List available models filtered by provider or capability

Source and maintenance

Community listingRegistry 0.2.0
mcp-registry: io.github.weiseer/llm-oracle@0.2.0Source repository
Maintenance checked

Packages and installation

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

@weiseer/llm-oracle-mcp 0.2.0

npm
@weiseer/llm-oracle-mcp package definition
{
  "version": "0.2.0",
  "transport": "stdio",
  "identifier": "@weiseer/llm-oracle-mcp",
  "registryType": "npm",
  "environmentVariables": [
    {
      "name": "LLM_ORACLE_URL",
      "description": "Override the remote catalog URL (default https://oracle.weiseer.com/catalog.json)"
    },
    {
      "name": "LLM_ORACLE_LOCAL_ONLY",
      "description": "Set to any value to skip remote fetch and use bundled catalog only"
    }
  ]
}

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": {
    "llm-oracle-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@weiseer/llm-oracle-mcp@0.2.0"
      ],
      "env": {
        "LLM_ORACLE_URL": "<YOUR_LLM_ORACLE_URL>",
        "LLM_ORACLE_LOCAL_ONLY": "<YOUR_LLM_ORACLE_LOCAL_ONLY>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "llm-oracle-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@weiseer/llm-oracle-mcp@0.2.0"
      ],
      "env": {
        "LLM_ORACLE_URL": "<YOUR_LLM_ORACLE_URL>",
        "LLM_ORACLE_LOCAL_ONLY": "<YOUR_LLM_ORACLE_LOCAL_ONLY>"
      }
    }
  }
}

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": {
    "llm-oracle-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@weiseer/llm-oracle-mcp@0.2.0"
      ],
      "env": {
        "LLM_ORACLE_URL": "<YOUR_LLM_ORACLE_URL>",
        "LLM_ORACLE_LOCAL_ONLY": "<YOUR_LLM_ORACLE_LOCAL_ONLY>"
      }
    }
  }
}

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": {
    "llm-oracle-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@weiseer/llm-oracle-mcp@0.2.0"
      ],
      "env": {
        "LLM_ORACLE_URL": "<YOUR_LLM_ORACLE_URL>",
        "LLM_ORACLE_LOCAL_ONLY": "<YOUR_LLM_ORACLE_LOCAL_ONLY>"
      }
    }
  }
}

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