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Statemind

Smire parses AI-generated code into an intermediate representation, then validates it and runs it in a sandbox.
At a glanceswept Oct 21, 2026

not read yet

Use

For
Teams reviewing AI-generated code, and shipping operators judging voyage risk, per the two projects shown
Used for
  • verify AI-generated code by parsing and running it
  • score voyage risk and compare diversion costs
  • track fleet ship positions with signal age shown
Worth knowingcomputed from what we read · each with its source
  • Has an MCP server (1 in the registry)public registry →
How a program reaches itfound, not claimed · read Oct 23, 2026
  • MCP serverai.statemind/python-code-validatorverified in the MCP registry
  • Stateanswers, 3 toolschecked 2026-10-23
  • Address to connectapi.statemind.ai/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 Developer toolsby use, among tools still maintained

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

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Not it? Say what you need

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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 Statemind?

    Smire parses AI-generated code into an intermediate representation, then validates it and runs it in a sandbox. It is listed in the Atlas under Developer tools.

  • Who is Statemind for?

    Teams reviewing AI-generated code, and shipping operators judging voyage risk, per the two projects shown

  • Do people use Statemind?

    Little sign of use.

  • What are alternatives to Statemind?

    In Developer tools, by use: Macroscope, Fei Design Mode, Interactive Sessions by Revolte, grith, Ovren, DeepRise.

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