INDIVIDUAL MCP TOOL

best_for_task

Ranks AI models for one task by performance only (price shown, never used for the rank).

agentkernel.sinone authenticationAvailability not checked

LIVE ENDPOINT

https://www.agentkernel.si/mcp

No auth detected

Connect to this endpoint to inspect the live schema for best_for_task and invoke it with your own arguments.

{}

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

CONNECT WITH APPROVAL

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.agentkernel]
url = "https://www.agentkernel.si/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "agentkernel": {
      "type": "http",
      "url": "https://www.agentkernel.si/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: agentkernel
Remote MCP URL: https://www.agentkernel.si/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "agentkernel": {
      "url": "https://www.agentkernel.si/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "agentkernel": {
      "type": "http",
      "url": "https://www.agentkernel.si/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "agentkernel",
  "transport": "streamable-http",
  "url": "https://www.agentkernel.si/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

recommend_models — Returns the best-fitting language models for a use case and monthly API budget using the published AgentKernel Fit Score (performance, cost, context, features), with optional privacy and licence requirements.
get_model — Price, context window, performance/coding/agentic index with rank, licence, privacy, cost for a usage volume and cheaper or open alternatives for one language model.
find_models — Searches and filters the catalog of language models by name, provider, licence and privacy, sorted by performance, coding, agentic index, price or context.
estimate_cost — Monthly API cost at base rates for up to five models and a token volume, with the volume translated into words and pages.
cheaper_alternative — For a model you use today, finds a cheaper model at most five performance-index points lower for the same usage.