INDIVIDUAL MCP TOOL

yfarmx_models_estimate

Estimate what a month of prompts costs on every measured AI model, from the YFarmX cost estimator: input tokens from each model's own measured tokenizer fingerprint, output tokens at the listed completion price, and thinking tokens as a measured p50 to p90 range from the think bench, so a reasoning model's bill is a range rather than a guess.

yfarmx.comnone authenticationAvailability not checked

LIVE ENDPOINT

https://yfarmx.com/api/mcp

No auth detected

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

Indexed input schema

{}

Risk classification

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.

Parent server

yfarmx.com

CONNECT WITH APPROVAL

Client installation

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

Codex

~/.codex/config.toml

[mcp_servers.yfarmx]
url = "https://yfarmx.com/api/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "yfarmx": {
      "type": "http",
      "url": "https://yfarmx.com/api/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: yfarmx
Remote MCP URL: https://yfarmx.com/api/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": {
    "yfarmx": {
      "url": "https://yfarmx.com/api/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "yfarmx": {
      "type": "http",
      "url": "https://yfarmx.com/api/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "yfarmx",
  "transport": "streamable-http",
  "url": "https://yfarmx.com/api/mcp"
}

MCP Inspector

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

Related tools

yfarmx_latest_news — The newest YFarmX articles, sitewide or for one desk.
yfarmx_search_articles — Search published YFarmX articles by words in their title, description, tags and slug (the body text is not searched).
yfarmx_get_article — One YFarmX article as a structured record: key points, sources, byline and dates where the article carries them as data.
yfarmx_tracker — Rows from a YFarmX tracker: crypto exploits with losses, AI security incidents, quantum threat milestones, AI-found vulnerabilities with their evidence tier, or per-model security capability scores.
yfarmx_glossary — Look up a frontier-tech term in the YFarmX glossary of more than 3,000 entries.
yfarmx_events — Upcoming AI, crypto and quantum conferences and hackathons, dates verified against organiser sites.
yfarmx_state_of_play — The dated YFarmX analyst briefs on where AI, crypto and quantum stand today.
yfarmx_find_models — Search the measured models in the YFarmX AI Fingerprinting catalogue by model name, catalogue id, lab, vocabulary family, signature, or a status word (stealth, measured, placed).