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TokenOracle

com.guffeyholdings/token-oracle·v1.0.1·AI & LLMs
Quality Score
88
/100

Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.

§01  Install
Remote endpoint

Streamable HTTP / SSE endpoint. Add to any MCP client that supports remote servers.

https://mcp.guffeyholdings.com/TokenOracle
Claude Desktop (claude_desktop_config.json)
{
  "mcpServers": {
    "token-oracle": {
      "command": "npx",
      "args": [
        "-y",
        "token-oracle-mcp"
      ],
      "env": {
        "TOKEN_ORACLE_API_KEY": "<your-token_oracle_api_key>",
        "TOKEN_ORACLE_BASE_URL": "https://mcp.guffeyholdings.com/TokenOracle",
        "TOKEN_ORACLE_SUBJECT": "<token_oracle_subject>"
      }
    }
  }
}
Cursor (.cursor/mcp.json)
{
  "mcpServers": {
    "token-oracle": {
      "command": "npx",
      "args": [
        "-y",
        "token-oracle-mcp"
      ],
      "env": {
        "TOKEN_ORACLE_API_KEY": "<your-token_oracle_api_key>",
        "TOKEN_ORACLE_BASE_URL": "https://mcp.guffeyholdings.com/TokenOracle",
        "TOKEN_ORACLE_SUBJECT": "<token_oracle_subject>"
      }
    }
  }
}
Cline (cline_mcp_settings.json)
npx -y token-oracle-mcp
§02  Environment variables
TOKEN_ORACLE_API_KEY
requiredsecret

Hosted API key for TokenOracle

TOKEN_ORACLE_BASE_URL

Optional override for the hosted TokenOracle MCP endpoint

TOKEN_ORACLE_SUBJECT

Optional end-user subject forwarded to the hosted service

§03  MCP Quality Score  ·  methodology
freshness
23
completeness
15
installability
25
documentation
15
stability
10
§04  Alternatives in AI & LLMs