Public-interest software inspection versioned methodology

A public record of software health.

Bridges, elevators, and food have condition records kept in public. The software underneath all three does not. This is that record: maintainability, engineering quality, security posture, ecosystem adoption, and governance, measured the same way for every repository.

01Evidence attached02Results independent of payment03Method versioned

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Free for high public-value repositories. Private and niche repositories follow the documented certification route.

Public queue operational
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Reproducible evidenceEvery published result links to inspectable source evidence and methodology.
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Independent resultsPayment, sponsorship, and vendor alignment cannot alter a published result.
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Signals, not warrantiesResults inform review and procurement; they do not replace expert judgement.
Live catalogue

The record, as it stands.

Every repository admitted so far, searchable and rankable, each entry opening on a full report with its evidence.

Indexed repositories
97,629
Monthly downloads under inspection
649B
Median health index
59 Moderate

Kind

What the repository builds — library, application, host extension. Repositories whose evidence answers nothing are listed under Unclassified.

Red flags

Findings that adjust a rating downward rather than scoring into it. Selecting several shows repositories raising any of them.

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8,407 recordsRanked by popularity · browse by tag · record statistics
PyPI
60Moderatehealth index
facebookincubator/submitit
Python 3.8+ toolbox for submitting jobs to Slurm
Python★ 1,640Sep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
Maven
23At Riskhealth index
java-json-tools/json-schema-validator
A JSON Schema validation implementation in pure Java, which aims for correctness and performance, in that order
Java★ 1,640Oct 19, 2026
Custom licenseOct 19, 2026 · metrics 2.10.0
PyPI
50Moderatehealth index
datamade/usaddress
:us: a python library for parsing unstructured United States address strings into address components
Python★ 1,637Sep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
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35Weakhealth index
nophead/NopSCADlib
Library of parts modelled in OpenSCAD and a framework for making projects
OpenSCAD★ 1,633Sep 12, 2026
GPL-3.0Sep 12, 2026 · metrics 2.10.0
Go
50Moderatehealth index
f/mcptools
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
Go★ 1,630Oct 21, 2026
MITOct 21, 2026 · metrics 2.10.0
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41Weakhealth index
rpgtex/DND-5e-LaTeX-Template
LaTeX package to typeset material for the fifth edition of the "world's greatest roleplaying game".
TeX★ 1,629Sep 19, 2026
MITSep 19, 2026 · metrics 2.10.0
PyPI
31At Riskhealth index
crdoconnor/strictyaml
Type-safe YAML parser and validator.
Python★ 1,626Sep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
npm
36Weakhealth index
jorgebucaran/colorette
🌈Easily set your terminal text color & styles
JavaScript★ 1,624↓ 276M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
npm
30At Riskhealth index
d3/d3-scale
Encodings that map abstract data to visual representation.
JavaScript★ 1,616↓ 280M/moSep 17, 2026
ISCSep 17, 2026 · metrics 2.10.0
RubyGems
18Criticalhealth index
chriskite/anemone
Anemone web-spider framework
Ruby★ 1,601Sep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
npm
19Criticalhealth index
interactivethings/catalog
Create living style guides using Markdown or React
JavaScript · TypeScript★ 1,599↓ 2,827/moSep 13, 2026
BSD-3-ClauseSep 13, 2026 · metrics 2.10.0
PyPI
16Criticalhealth index
litl/rauth
A Python library for OAuth 1.0/a, 2.0, and Ofly.
Python★ 1,599Sep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
Hex
26At Riskhealth index
devinus/poolboy
A hunky Erlang worker pool factory
Erlang★ 1,598↓ 546.6K/moSep 11, 2026
ISCSep 11, 2026 · metrics 2.10.0
PyPI
32At Riskhealth index
cgarciae/pypeln
Concurrent data pipelines in Python >>>
Python★ 1,597↓ 85.5K/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
Go
19Criticalhealth index
mark3labs/mcphost
A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).
Go★ 1,597Sep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
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42Weakhealth index
alibaba/Pai-Megatron-Patch
The official repo of Pai-Megatron-Patch for LLM & VLM large scale training developed by Alibaba Cloud.
Python★ 1,594Sep 14, 2026
Apache-2.0Sep 14, 2026 · metrics 2.10.0
RubyGems
46Weakhealth index
jfelchner/ruby-progressbar
Ruby/ProgressBar is a text progress bar library for Ruby.
Ruby★ 1,594Sep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
PyPI
17Criticalhealth index
os/slacker
Full-featured Python interface for the Slack API
Python★ 1,589↓ 469K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
34At Riskhealth index
cruft/cruft
Allows you to maintain all the necessary cruft for packaging and building projects separate from the code you intentionally write. Built on-top of, and fully compatible with, CookieCutter.
Python★ 1,587Sep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
npm · RubyGems
43Weakhealth index
kantord/just-dashboard
:bar_chart: :clipboard: Dashboards using YAML or JSON files
TypeScript★ 1,586Oct 18, 2026
MITOct 18, 2026 · metrics 2.10.0
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19Criticalhealth index
dimforge/bevy_rapier
Official Rapier plugin for the Bevy game engine (MOVED to the rapier monerepo).
Mixed★ 1,584Oct 20, 2026
No licenseOct 20, 2026 · metrics 2.10.0
PyPI
32At Riskhealth index
circus-tent/circus
A Process & Socket Manager built with zmq
Python★ 1,579↓ 472.8K/moSep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
npm
34At Riskhealth index
expo/react-native-action-sheet
A cross-platform ActionSheet for React Native
TypeScript★ 1,575↓ 1.4M/moOct 22, 2026
MITOct 22, 2026 · metrics 2.10.0
Packagist
41Weakhealth index
thephpleague/event
Event package for your app and domain
PHP★ 1,570↓ 5.7M/moSep 18, 2026
MITSep 18, 2026 · metrics 2.10.0
RubyGems
32At Riskhealth index
piotrmurach/tty-prompt
A beautiful and powerful interactive command line prompt
Ruby★ 1,569Sep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
npm
19Criticalhealth index
oxen-io/session-desktop
Session Desktop - Onion routing based messenger [DEPRECATED SEE README]
TypeScript★ 1,565Oct 20, 2026
GPL-3.0Oct 20, 2026 · metrics 2.10.0
PyPI
27At Riskhealth index
mbr/flask-bootstrap
Ready-to-use Twitter-bootstrap for use in Flask.
Python · HTML★ 1,560↓ 557.4K/moSep 17, 2026
Custom licenseSep 17, 2026 · metrics 2.10.0
Maven
31At Riskhealth index
wechatpay-apiv3/wechatpay-java
微信支付 APIv3 的官方 Java Library
Java★ 1,546Sep 15, 2026
Apache-2.0Sep 15, 2026 · metrics 2.10.0
crates.io
30At Riskhealth index
rust-crdt/rust-crdt
a collection of well-tested, serializable CRDTs for Rust
Rust★ 1,545↓ 283.9K/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
RubyGems
30At Riskhealth index
watir/watir
Watir Powered By Selenium
Ruby★ 1,544Sep 12, 2026
MITSep 12, 2026 · metrics 2.10.0