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mozg

Turns uploaded screenshots and files into a searchable knowledge base that coding agents read over MCP and measure with exams.

Free plan · From $25/moActively maintained

ProductivitySearchFor developersFree tier
mozg.sh ↗
Open mozg.shAlternativesSet it up for my teamIs mozg yours? Claim the card →
At a glanceswept Oct 22, 2026

not read yet

Use

For
Developers and teams giving coding agents searchable, tested project knowledge over MCP
Price
Free plan · From $25/mopricing page, read Oct 24, 2026
Activity
Actively maintainedrelease 4 weeks ago · site updated 4 days ago
Used for
  • Turn docs and repos into searchable notes for agents
  • Teach an agent design system and API conventions
  • Check what an agent still doesn't know via exams
read off mozg.sh on Oct 24, 2026
Worth knowingcomputed from what we read · each with its source
  • Has an MCP server (1 in the registry)public registry →
  • Publishes llms.txt, a file written for AI assistantsmozg.sh ↗
Pricingpricing page, read Oct 24, 2026

Free plan · From $25/mo

pricing page

How a program reaches itfound, not claimed · read Oct 24, 2026
  • MCP serversh.mozg/mozgverified in the MCP registry
  • Stateanswers, requires sign-inchecked 2026-10-24
  • Address to connectmozg.sh/mcp
  • MCP docsmozg.sh/basicsthe vendor's page ↗
  • Status pagelinked from the homepagemozg.sh/status ↗

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 Productivityby use, among tools still maintained

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

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beta

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 mozg?

    Turns uploaded screenshots and files into a searchable knowledge base that coding agents read over MCP and measure with exams. It is listed in the Atlas under Productivity.

  • Who is mozg for?

    Developers and teams giving coding agents searchable, tested project knowledge over MCP

  • How much does mozg cost?

    mozg has a free plan; paid plans start at $25/mo, per its pricing page on 2026-10-24.

  • Is mozg free?

    Yes, mozg has a free plan, per its pricing page on 2026-10-24.

  • Do people use mozg?

    Little sign of use.

  • Is mozg still maintained?

    Actively maintained: release 4 weeks ago · site updated 4 days ago.

  • What are alternatives to mozg?

    In Productivity, by use: PostEverywhere, Autoposting, Gummble, Obris, Skill Me, Agent C.

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