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.
https://optimtoken-mcp.optimnow.io/mcpWhat 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
- Last repository push
- Latest release
- v0.3.0
- Maintenance checked
Tools
Reported by the attributed source; not independently observed by Koskamo.
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.
Claude Code
claude mcp add --transport http optimtoken-mcp https://optimtoken-mcp.optimnow.io/mcpCodex
codex mcp add optimtoken-mcp --url https://optimtoken-mcp.optimnow.io/mcpCursor
{
"mcpServers": {
"optimtoken-mcp": {
"url": "https://optimtoken-mcp.optimnow.io/mcp"
}
}
}Cline
{
"mcpServers": {
"optimtoken-mcp": {
"type": "streamableHttp",
"url": "https://optimtoken-mcp.optimnow.io/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"optimtoken-mcp": {
"type": "http",
"url": "https://optimtoken-mcp.optimnow.io/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http optimtoken-mcp https://optimtoken-mcp.optimnow.io/mcpClaude Desktop
{
"mcpServers": {
"optimtoken-mcp": {
"url": "https://optimtoken-mcp.optimnow.io/mcp"
}
}
}Windsurf
{
"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.
Other ai and machine learning servers
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.