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
97,327
Monthly downloads under inspection
647B
Median health index
59 Moderate
97,327 recordsRanked by popularity · browse by tag · record statistics
PyPI
73Goodhealth index
deepinsight/insightface
State-of-the-art 2D and 3D Face Analysis Project
Python · C++★ 29.8K↓ 918.4K/moSep 16, 2026
No licenseSep 16, 2026 · metrics 2.10.0
Maven
67Goodhealth index
alibaba/canal
阿里巴巴 MySQL binlog 增量订阅&消费组件
Java★ 29.7KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
npm · PyPI
90Excellenthealth index
simstudioai/sim
Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders.
TypeScript★ 29.7K↓ 12.2K/moSep 26, 2026
Apache-2.0Sep 26, 2026 · metrics 2.10.0
npm · PyPI
88Excellenthealth index
supermemoryai/supermemory
Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.
TypeScript · MDX · Python★ 29.7K↓ 128K/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
npm
89Excellenthealth index
labring/FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
TypeScript★ 29.7K↓ 2,425/moSep 16, 2026
Custom licenseSep 16, 2026 · metrics 2.10.0
Go
98Exceptionalhealth index
goharbor/harbor
An open source trusted cloud native registry project that stores, signs, and scans content.
Go · TypeScript★ 29.6KOct 22, 2026
Apache-2.0Oct 22, 2026 · metrics 2.10.0
—
25At Riskhealth index
JushBJJ/Mr.-Ranedeer-AI-Tutor
A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
Mixed★ 29.6KSep 19, 2026
No licenseSep 19, 2026 · metrics 2.10.0
Packagist
96Exceptionalhealth index
composer/composer
Dependency Manager for PHP
PHP★ 29.5K↓ 3.9M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI
98Exceptionalhealth index
openai/openai-agents-python
A lightweight, powerful framework for multi-agent workflows
Python★ 29.5K↓ 20.6M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI · npm
94Exceptionalhealth index
assafelovic/gpt-researcher
An autonomous agent that conducts deep research on any data using any LLM providers
Python · TypeScript★ 29.5K↓ 50.5K/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
langchain-ai/deepagents
The batteries-included agent harness.
Python★ 29.5K↓ 257.6K/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI
95Exceptionalhealth index
oraios/serena
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
Python★ 29.5KSep 16, 2026
Custom licenseSep 16, 2026 · metrics 2.10.0
npm
88Excellenthealth index
karakeep-app/karakeep
A self-hostable bookmark-everything app (links, notes and images) with AI-based automatic tagging and full text search
TypeScript★ 29.4K↓ 5,711/moOct 1, 2026
AGPL-3.0Oct 1, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
huggingface/smolagents
🤗 smolagents: a barebones library for agents that think in code.
Python★ 29.4KSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
npm
89Excellenthealth index
jackwener/OpenCLI
Make Any Website into CLI & Use your logged-in browser by AI agent.
JavaScript · TypeScript★ 29.4K↓ 75.3K/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
Maven
90Excellenthealth index
signalapp/Signal-Android
A private messenger for Android.
Kotlin · Java★ 29.3KSep 16, 2026
AGPL-3.0Sep 16, 2026 · metrics 2.10.0
crates.io · Maven · npm
98Exceptionalhealth index
nrwl/nx
The Monorepo Platform that amplifies both developers and AI agents. Nx optimizes your builds, scales your CI, and fixes failed PRs automatically. Ship in half the time.
TypeScript★ 29.3KSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI · crates.io · Go
94Exceptionalhealth index
chroma-core/chroma
Search infrastructure for AI
Rust · Python★ 29.3KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI · npm · Maven
94Exceptionalhealth index
opendataloader-project/opendataloader-pdf
PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
Java · Python★ 29.3K↓ 233.1K/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
Go
96Exceptionalhealth index
netbirdio/netbird
Connect your devices into a secure WireGuard®-based overlay network with SSO, MFA and granular access controls.
Go★ 29.3KSep 16, 2026
Custom licenseSep 16, 2026 · metrics 2.10.0
Maven
90Excellenthealth index
alibaba/spring-cloud-alibaba
Spring Cloud Alibaba provides a one-stop solution for application development for the distributed solutions of Alibaba middleware.
Java★ 29.2KSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
npm
90Excellenthealth index
pmndrs/react-spring
✌️ A spring physics based React animation library
TypeScript · Shell★ 29.1K↓ 146M/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
npm
94Exceptionalhealth index
alibaba/page-agent
JavaScript in-page GUI agent. Control web interfaces with natural language.
TypeScript · JavaScript★ 29.1K↓ 437K/moSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
npm · Hex
97Exceptionalhealth index
plausible/analytics
Open source, privacy-first web analytics. Lightweight, cookie-free Google Analytics alternative. Self-hosted or cloud.
Elixir · TypeScript★ 29.1KSep 15, 2026
AGPL-3.0Sep 15, 2026 · metrics 2.10.0
npm
91Excellenthealth index
decolua/9router
Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.
JavaScript★ 29KSep 16, 2026
MITSep 16, 2026 · metrics 2.10.0
PyPI · crates.io
99Exceptionalhealth index
nautechsystems/nautilus_trader
Production-grade Rust-native trading engine with deterministic event-driven architecture
Rust★ 29K↓ 245.6K/moSep 16, 2026
LGPL-3.0Sep 16, 2026 · metrics 2.10.0
npm · Packagist
99Exceptionalhealth index
swagger-api/swagger-ui
Swagger UI is a collection of HTML, JavaScript, and CSS assets that dynamically generate beautiful documentation from a Swagger-compliant API.
JavaScript★ 29K↓ 49.8M/moSep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
crates.io
81Excellenthealth index
wezterm/wezterm
A GPU-accelerated cross-platform terminal emulator and multiplexer written by @wez and implemented in Rust
Rust★ 29K↓ 2.9M/moSep 23, 2026
Custom licenseSep 23, 2026 · metrics 2.10.0