Real cost per AI result, LLM prices, switch costs, shutdown dates, A/B test sizes and judge checks.
Connect Remote server
claude mcp add --transport http tools https://aiappsthatwork.com/mcp
{
"mcpServers": {
"tools": {
"url": "https://aiappsthatwork.com/mcp"
}
}
}
{
"servers": {
"tools": {
"type": "http",
"url": "https://aiappsthatwork.com/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://aiappsthatwork.com/mcp
Tools 8 found in our last check
real_cost_per_resultPrices the AI steps behind one request from current list prices (LLM tokens, images, video seconds or a fixed amount) and returns the cost per request, the real cost per result that worked first time (cost per request divided by the worked-first-time share), the monthly spend wa…
model_switch_costCompares two priced LLMs on six common task shapes (support answer, invoice extraction, lead scoring, email draft, translation, search re-ranking). Returns list prices, cost per 1,000 requests on each model, the cost ratio, the break-even (how often the new model's results must…
model_pricesLooks up list prices for LLMs (USD per million input, output and cached input tokens, and context size), image models (USD per image by quality and size) and video models (USD per second by resolution), with each price's source page, the date prices were checked and any announce…
model_shutdownsLists announced API shutdown dates for AI models from OpenAI, Anthropic, Google and other providers, with days left, the suggested replacement, the source page, and links to a cost comparison and a side-by-side test of the replacement where this site has them.
ab_test_sample_sizeReturns how many results each version of a prompt or model needs before a difference in how often results work first time is statistically real (two-proportion z-test, two-sided), the total across both versions, and how many days that takes at a given daily volume.
judge_agreementCompares a person's verdicts with an AI judge's verdicts on the same results. Returns the agreement rate, Cohen's kappa with confidence intervals, precision and recall per verdict, the agreement of a judge that always gives the most common verdict, a trust verdict (kappa 0.6 or…
build_judge_promptBuilds a pass/fail LLM-as-a-judge prompt for one kind of AI step (make, answer, transform, extract, judge, find, predict, plan, act or learn). Returns the prompt with {{input}} and {{result}} placeholders, numbered pass conditions (the block's starter conditions unless you send…
launch_checklistThe 20 AI-specific launch checks for an AI app (spending caps, rate limits, server-side keys, credit charging, version tags, records of which results worked first time, real cost per result, switching models safely). Returns the checks not yet done, each with why it matters and…
Details
| Endpoint | https://aiappsthatwork.com/mcp (Streamable HTTP) |
| First published | 12 Nov 2026 |
| Last updated | 12 Nov 2026 |
| Registry name | com.aiappsthatwork/tools |
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