Koskamo

OptimToken MCP

The OptimToken MCP server provides tools for comparing LLM API pricing, estimating workload costs, selecting models within budget constraints, and benchmarking cloud compute instance prices across multiple providers. It integrates live pricing data from OpenRouter and public cloud APIs to help agents make cost-effective decisions without leaving the conversation.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

OptimToken MCP logo, by OptimNowVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-10-26Operated by OptimNow
MCP endpoint (Streamable HTTP)
https://optimtoken-mcp.optimnow.io/mcp
Vendor documentation

What you can do with it

  • Compare LLM model prices and capabilities to find the best fit for a budget
  • Estimate monthly costs for specific LLM workloads based on token counts
  • Benchmark cloud compute instance prices across AWS, Azure, GCP, and others
  • Identify the cheapest frontier-quality models with specific features like vision support

Source and maintenance

Vendor evidenceRegistry 0.4.2MIT
Last repository push
Latest release
v0.3.0
Maintenance checked

Tools

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

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · unchanged
  • · repository · passed · metadata changed · updated
  • · registry · passed · metadata changed · Source metadata updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet registers the same endpoint; pick the client you 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.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http optimtoken-mcp https://optimtoken-mcp.optimnow.io/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add optimtoken-mcp --url https://optimtoken-mcp.optimnow.io/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable optimtoken-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "optimtoken-mcp": {
      "url": "https://optimtoken-mcp.optimnow.io/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "optimtoken-mcp": {
      "type": "streamableHttp",
      "url": "https://optimtoken-mcp.optimnow.io/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start optimtoken-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "optimtoken-mcp": {
      "type": "http",
      "url": "https://optimtoken-mcp.optimnow.io/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http optimtoken-mcp https://optimtoken-mcp.optimnow.io/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "optimtoken-mcp": {
      "url": "https://optimtoken-mcp.optimnow.io/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "optimtoken-mcp": {
      "serverUrl": "https://optimtoken-mcp.optimnow.io/mcp"
    }
  }
}

Let your agent find its tools

Find servers like OptimToken MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Do you run OptimToken MCP?

Prove ownership with a DNS record, a well-known file, or your Official MCP Registry entry, and your edits publish immediately. Proofs are re-checked weekly; admins can still hide or remove a listing.

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