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Matterfact

Runs research and data-extraction agents that read filings, transcripts and vendor feeds, and pull web data into warehouse tables.

Actively maintained

At a glanceswept Oct 13, 2026

≈ 334visits/mo

Use not read yet · estimate, read Oct 13, 2026

For
Investment professionals at hedge funds, private equity and credit funds, and buy-side or sell-side equity research teams
Activity
Actively maintainedsite updated 7 days ago
Company
Matterfact Inc. · since 2024privacy policy · per their site
Runs as
API
Used for
  • extract structured data from websites into a warehouse on a schedule
  • run sector-specific analysis on filings, transcripts and vendor data
  • trace each figure back to its source filing, call or page
Worth knowingcomputed from what we read · each with its source
  • Used more than 73% of the 760 tools on its shelfINITE Atlas →
  • On the web since 2024, older than 64% of its shelfINITE Atlas
  • Has an MCP server (1 in the registry)public registry →
  • Publishes llms.txt, a file written for AI assistantsmatterfact.com ↗
The companyeach fact with its source · read Oct 17, 2026
Your datawhat they publish, each line with its page · read Oct 17, 2026

“Your files stay within the tenant and are never used to train models.”

security page ↗

These are Matterfact's own statements, read from its pages. We did not audit them. A line that is missing was not found on the pages we read; it does not mean the practice is absent.

How a program reaches itfound, not claimed · read Oct 17, 2026
  • MCP servercom.matterfact/matterfactverified in the MCP registry
  • Stateanswers, requires sign-inchecked 2026-10-17
  • Address to connectmcp.matterfact.com/mcp

MCP server details →

This card as JSON, for your agent →

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.

Alternatives in Financeby use, among tools still maintained

Figure and bar: visits/mo, estimate · year: online since

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All 10 alternatives to Matterfact →

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Three tools from the Atlas for the job you describe, each with what fits and what does not.

From people who use itnot part of the reading

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Questions this page answers
  • What is Matterfact?

    Runs research and data-extraction agents that read filings, transcripts and vendor feeds, and pull web data into warehouse tables. It is listed in the Atlas under Finance and made by Matterfact Inc.

  • Who is Matterfact for?

    Investment professionals at hedge funds, private equity and credit funds, and buy-side or sell-side equity research teams

  • Is Matterfact still maintained?

    Actively maintained: site updated 7 days ago.

  • Who owns Matterfact?

    Matterfact is run by Matterfact Inc., per its privacy policy (2026-10-17).

  • Does Matterfact train AI on your data?

    No, per its security page (2026-10-17): “Your files stay within the tenant and are never used to train models.”

  • Is Matterfact safe?

    We do not audit vendors. What Matterfact publishes, read 2026-10-17: SOC 2 Type II, CCPA stated on its security page; on training with your data, “Your files stay within the tenant and are never used to train models.”.

  • What are alternatives to Matterfact?

    In Finance, by use: Quartr, SAMPOQ, Wisesheets, Hudson Labs, Equibles, AllMind.

How we read a tool

No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.

  • Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
  • Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
  • Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
  • The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.

How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.

How we read every tool → · By INITE Atlas Desk