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RigorLoop

Lets people post funded research bounties that vetted scientists and mathematicians answer with signed, scoped reviews.

Actively maintained

At a glanceswept Oct 23, 2026

not read yet

Use

For
Researchers and teams with a simulation, model, proof or conjecture who want funded independent expert review
Activity
Actively maintainedsite updated 2 weeks ago
Company
Cashman Picks LLC · Domain since 2026terms of service · domain registered
Used for
  • scope a research question into a funded review assignment
  • choose a vetted expert to deliver a signed independent review
  • compare expert credentials, ratings and proposals before hiring
Worth knowingcomputed from what we read · each with its source
Pricing

Price not read

Your datawhat they publish, each line with its page · read Oct 25, 2026

These are RigorLoop'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 25, 2026
  • MCP servercom.rigorloop/research-bountiesverified in the MCP registry
  • Stateanswers, requires sign-inchecked 2026-10-25
  • Address to connectrigorloop.com/mcp
  • OpenAPI spec23 pathsthe spec ↗
  • API docsrigorloop.com/developersthe vendor's page ↗

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 Lifestyleby use, among tools still maintained

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

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Questions this page answers
  • What is RigorLoop?

    Lets people post funded research bounties that vetted scientists and mathematicians answer with signed, scoped reviews. It is listed in the Atlas under Lifestyle and made by Cashman Picks LLC.

  • Who is RigorLoop for?

    Researchers and teams with a simulation, model, proof or conjecture who want funded independent expert review

  • Do people use RigorLoop?

    Little sign of use.

  • Is RigorLoop still maintained?

    Actively maintained: site updated 2 weeks ago.

  • Who owns RigorLoop?

    RigorLoop is run by Cashman Picks LLC, per its terms of service (2026-10-25).

  • Does RigorLoop give refunds?

    In its own words (terms of service, 2026-10-25): “Before assignment, an eligible cancellation returns the expert reward and marketplace fee; payment-processing fees may be nonrefundable after a successful payment.”

  • What are alternatives to RigorLoop?

    In Lifestyle, by use: GigNGo, Dumaguete, ATA Travel, Shvaas, SAMRUM, StewAI.

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