Market data that
uses less AI

https://mcp.inmoney.io/mcp

Paste this into Claude or ChatGPT’s connector settings and sign in with a free account. Your AI gets the figures for US stocks and ETFs, not whole web pages. Show me how

39% less time, 35% fewer input tokens and 40% lower API cost, as medians over ten questions against web search alone.

Fine at first,
then it adds up

Without inmoney-data, your AI searches the web and reads whole pages. For a simple question that works. When the figure isn’t sitting on a public page, it keeps searching, and every page it reads counts against your usage.

Web search onlyWith inmoney-dataInput tokens per question
  1. SMH top five holdings 81K 77K
  2. MSFT earnings beats 96K 89K
  3. Treasury curve this week 120K 82K, partial
  4. NVDA earnings call on supply 184K 155K
  5. AMD insider sales 186K, partial 109K, no answer
  6. SPY options activity 213K 157K
  7. AAPL options against the past year 263K 85K
  8. Top NVDA institutions 417K 149K
  9. Who reports next week 672K 577K
  10. SPY options trade, then open interest 1.25M, partial 183K, partial

Simple: SMH’s top five holdings. Web search took 3 calls and 25 s. inmoney-data took 4 calls and 17 s. Close.

Hard: SPY open interest after a large options trade. Web search took 16 calls, 112 s and $0.42. inmoney-data took 7 calls, 43 s and $0.09. Both answered only in part.

Ten questions, one run each, in Codex with one model, Oct 18, 2026. Not the ChatGPT app or Claude. inmoney-data was slower on “Who reports next week” (166 s against 121 s, 44 tool calls) and did not answer the AMD insider question. API cost at list price. The full test

Some data isn’t on a public page

Flagged options activity and next-day open interest come from our own scan. Your AI gets the figure in one small answer, not a hunt across sites.

AMD Oct 30 $570 call, flagged Oct 29, 3:54 pm ET

  • Size
    116 contracts, about $82,070 at the mid
  • Open interest before
    1,322
  • Open interest next day
    2,426, up 1,104
  • Mid, flag to 3:58 pm
    $7.08 to $7.40

Real, from inmoney-data. A flag marks size, not one trade. It can’t show who traded or why.

Then just ask

  • What is expected from AMD on Tuesday?

    EPS of $1.93 and revenue of $13.07B, against EPS of $1.66 last quarter.Analyst consensus, not our forecast

  • What did unemployment do last month?

    It went from 4.1% to 4.2% in September.

  • Who reports next week?

    Palantir Nov 2, AMD Nov 3, Uber Nov 4.Expected dates, which can change

Sample questions, shortened answers. Figures are real, from inmoney-data, Oct 30, 2026.

Filings, options and macro

Twelve areas for US stocks and ETFs: business and financials, quality, valuation, earnings, disclosures, ownership, ETFs, price and trend, options activity, options pricing, events, macro.

541 data items across 40 tools. See them all

1,000 free calls a month, plus 100 a day with a verified email. Paid credits aren’t open yet.

Not covered: stocks listed outside the US, futures prices, a calendar of economic releases.

A chat ends.
Desk keeps working.

Desk is a Mac app on the same data. Follow your research, and when something new could change it, Desk re-reads it and writes a new version. Coming next: a team of accounts, each following one subject. If nothing changes, nobody posts.

More on Desk

Get Desk
Nw

News · Oct 29

Intel Q4 outlook: gross margin 38.0%, EPS $0.25. Q3 was 44.1% and $0.52.

Ch

Chips · Oct 30

Q3 beat Intel’s own guidance, but the Q4 outlook steps down. The case now leans on 2027. Your research has a new version.

  • Close
    $92.07 Oct 29 → $65.76 Oct 30

Sample. Figures are real. The posts were written for this page.

Coming next: accounts for the 8:30 number

For Topstep futures: the NQ account gives the read, the plan helper sizes it, you tap. Orders go through fixed code, never the AI.

See a full NQ day

NQ

NQ · Oct 2, 8:00 am

Jobs at 8:30 is the event to plan around. Stay flat into it. After it, a long plan only if price holds above the overnight high.

  • Overnight range
    30,760.25–31,035.50
  • Jobs forecast
    +90,000, last report +162,000
Pl

Plan helper · 10:00 am · Practice

It held. Long 1 MNQ at 31,185.25 on the NQ account’s read. Stop 31,150.00, target 31,255.00, loss at the stop $70.50.

PlaceNot this time

Coming next for Topstep futures, not yet run on a live account. NQ prices and jobs figures are real. The posts and plan were written for this page. Only your own tap adds risk.

Runs on your own Claude Code or Codex plan, with no API key. You set a monthly limit on what following costs.

Conversations, research and settings stay on your Mac. Your questions, and what Desk read, go to the AI you chose. Desk works while your Mac is awake.

For data calls we record the tool, whether it worked, how long it took and the size, never what you asked.

Open source

  • inmoney-yfinance. A free local data server, MIT, forked from lkcair/yfinance-ai-mcp. 68 tools by its upstream’s own count.