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The data layer for AI equity research

Your AI is only as smart as
its data.

Equibles extracts the answers raw feeds skip — operational KPIs, forward guidance and non-GAAP bridges, each cited to the source filing — on top of every SEC filing, earnings call, 13F and insider & congress trade. Ask ALVIS, or plug the same primary-source data into ChatGPT or Claude.

No credit card. No passwords — sign in or join in one step with an email code, passkey, or Google.

Works with Claude ChatGPT Gemini MCP
ALVIS
Planning the research...

Research agents working in parallel

Filings agent — reading 10-Ks…
Fundamentals agent — XBRL revenue…
Earnings-call agent — transcript…

Yes — and the growth is concentrated in one franchise:

LLY Eli Lilly and Co.
NYSE Healthcare
$792.40 +1.8%
Revenue (FY)
Revenue growth
Incretin revenue
Gross margin

Management guided full-year revenue up ~32% on incretin demand [10-K].

Opened the source 10-K — every figure traceable

Illustrative ALVIS session. Live answers cite SEC EDGAR, FINRA & more.

What your AI can’t answer without us

Three questions, and where the answers come from.

01

Follow the money before the news does.

Congressional trades, insider Forms 3, 4 and 144, 13F positions and daily short data — from SEC and FINRA, the day they land.

02

The numbers no feed carries.

“Did management raise full-year guidance on the call?” No feed has a field for it, so your AI guesses. We read the filing and the call, extract the answer, and link the verbatim quote.

Operational KPIs Subscribers, ARR, backlog, same-store sales.
Non-GAAP bridges GAAP to adjusted EBITDA, EPS or FFO.
Guidance, graded Beat, meet or miss — including call-only guidance.
Risk flags Going-concern doubt, customer concentration.

Daloopa, AlphaSense and Visible Alpha charge $3,000–$50,000 a seat a year for this. Here it’s on every plan, including Free.

Free MCP server

Already use Claude, ChatGPT or Gemini?
Plug in our data — free.

Connect the Equibles MCP server and your AI gets the same 90 tools ALVIS uses — institutional holdings, insider & congress trades, SEC filings, fundamentals, prices, short data, funds and macro.

  • Read-only · OAuth-secured · works with any LLM
  • Sign in to connect — no API key to copy and paste
  • Free to connect, generous free usage — no credit card
Connect in seconds
Server URL
https://mcp.equibles.com/mcp

Paste the URL into your AI tool's connectors and sign in with Equibles. Prefer a key? Generate one from your dashboard and use ?api_key=.

AI Stock Screener

Screen the entire US market in plain English.

Describe the stocks you're looking for and the screener turns it into a real screen across every filing, holding and price — or filter by any metric yourself.

Your first screen is free — no signup.

Stock Screener · AI

Research is moving to AI. The data layer hasn’t.

Legacy terminals were built for human eyeballs at five figures a seat. Generic AI answers from the open web. Equibles is both halves in one product.

Compare us to a $30,000 seat
For teams

Need the data in your own systems?

License Equibles' primary-source data via bulk feeds or high-volume MCP & API — with a citation behind every figure. Talk to us about enterprise access.

Questions, answered

Is it really free?

Yes. You can create an account, chat with ALVIS, and connect the MCP server for free — no credit card. Need more ALVIS research runs each week? See pricing.

What can ALVIS do?

ALVIS is an AI analyst that researches across SEC filings, 13F holdings, insider and congress trades, short data, fundamentals, prices and earnings calls — then answers in plain English with a citation for every figure.

Which AI tools work with the MCP server?

Any tool that speaks the Model Context Protocol — Claude, ChatGPT, Gemini and others. See the connection guides for step-by-step setup.

Where does the data come from?

Primary sources and regulators — SEC EDGAR, FINRA, the Federal Reserve (FRED), CFTC and CBOE — parsed from the original filings, not third-party estimates.

Do I need to create a password?

No. Signing in and signing up happen on the same page — use a one-time email code, a passkey, or your Google account. If you're new, your account is created on the spot.

Is this financial advice?

No. Equibles and ALVIS provide data and research for informational purposes only and never place trades. Always do your own due diligence.

Put an AI analyst on every US stock

Free to start. Ask ALVIS, explore the data yourself, or connect your AI tool — in seconds.

No credit card required. See pricing.