Awesome List Updates on Mar 11, 2026

14 awesome lists updated today.

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1. Awesome Audit Algorithms

Papers / 2026

• Exposing the Illusion of Fairness: Auditing Vulnerabilities to Distributional Manipulation Attacks - (arXiv)

2. Awesome Swift

Analytics

• Scout (⭐22) - Production-grade logging SDK for iOS apps using CloudKit as a backend.

API

• YouTubeKit (⭐118) - Interact with the YouTube API without an API key.

App Store

• Flare (⭐62) - A framework that simplifies working with in-app purchases on iOS, macOS, tvOS, and watchOS, with full support for both StoreKit 1 and StoreKit 2.

Cryptography / Barcode

• JWSETKit (⭐65) - JOSE library with JWS, JWT, JWE, and JWK support.

Text / Barcode

• GMarkdown (⭐60) - Markdown rendering library for iOS with support for tables, LaTeX, Mermaid, and code highlighting.

UI / Barcode

• CircularRangeSlider (⭐30) - A customizable SwiftUI component for selecting a range of values using a circular slider.

Utility / Barcode

• swift-build (⭐49) - GitHub Action for building and testing Swift packages across all platforms.

• SyntaxKit (⭐104) - Generate Swift code programmatically with a declarative syntax.

3. Awesome Ironsworn

Adventure starters and scenarios / Starforged

• New Canaan Run - Six sector starters for smugglers in The 'Verse.

4. Awesome Nextjs

Boilerplates

• A11y Starter Kit (⭐2) - Accessibility-first Next.js starter kit with best practices for building inclusive web apps. Demo: https://a11y-starter-kit.vercel.app/

Apps

• FIM Agent (⭐105) - AI-powered Connector Hub with a Next.js + shadcn/ui portal frontend. Features agent management, connector configuration, knowledge base, and real-time chat with SSE streaming.

5. Awesome Go

Blockchain

• tronlib (⭐0) - A comprehensive, production-ready Go SDK for interacting with the TRON blockchain with TRC20 token support.

Security

• pm (⭐0) - Unix-style password manager written in Go to save your data with OpenPGP encryption.

Version Control

• ggc (⭐269) - A Git CLI tool with both traditional command-line and interactive incremental-search UI, workflow support, and configurable keybindings.

6. Awesome Rust

Applications / Blockchain

• tempoxyz/tempo (⭐828) - A blockchain built for stablecoin payments at scale, with EVM compatibility, sub-second finality, and native smart account features, built on the Reth SDK

Development tools / Formatters

• astral-sh/ruff (⭐46k) - An extremely fast Python linter and code formatter

7. Awesome Cpp

Books

• Practical Guide to Bare Metal C++ (⭐14)

8. Awesome Mac

Developer Tools / Databases

• TablePro (⭐795) - Fast database client with AI-assisted SQL editing and support for major SQL/NoSQL engines.

9. Awesome Ai in Finance

Agents

• AgentFund (⭐1) - Decentralized crowdfunding platform for AI agents with milestone-based escrow on Base blockchain.

Data Sources / Traditional Markets

• StockAInsights - Institutional-grade financial statements API with AI extraction from SEC filings — not XBRL. Covers domestic and foreign filers (20-F, 6-K, 40-F), normalized quarterly and annual data.

10. Awesome Cl

Online editors / Third-party APIs

• CI-utils (⭐24) (low activity) - a set of utilities and examples for working on continuous integration platforms, including a run script for the Fiveam test library.
  • helps run Fiveam tests with the right exit code.
  • integrated with Roswell.

11. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐391) (⭐391) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

• WSO2 API Manager (⭐971) (⭐971) - A fully open-source API platform offering robust governance, flexible deployment, and community-driven innovation.

Projects / API Design

• Zally (⭐948) (⭐948) - Ensure the quality of your OpenAPI specs with this linter tool that provides extensive analysis and feedback.

Projects / API Documentation

• OpenAPI Explorer (⭐341) (⭐341) - Creates intuitive, interactive user interfaces from OpenAPI specs, simplifying API exploration and testing.

• Zudoku (⭐466) (⭐466) - A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.

Projects / API Gateway

• Gloo Edge (⭐155) (⭐155) - An Envoy Proxy–based gateway offering advanced traffic control, enhanced security, and observability for microservices ecosystems.

• Traefik API Gateway (⭐62k) (⭐62k) - Combines Traefik Proxy, a fully declarative application proxy with enterprise-grade access control, distributed security, and premium integrations.

Projects / API Testing

• MQ clients
  • JMSToolBox (⭐225) (⭐225) - A universal JMS client offering broad compatibility and streamlined messaging testing across various brokers.
  • kcat (⭐5.7k) (⭐5.7k) - A lightweight command-line tool for Apache Kafka, providing efficient message production and consumption.
  • MQTT Explorer (⭐3.8k) (⭐3.8k) - A detailed MQTT client delivering structured topic visualization and intuitive debugging.
  • Offset Explorer - A comprehensive GUI for managing Apache Kafka clusters with user-friendly monitoring and administration tools.
  • Service Bus Explorer (⭐2.1k) (⭐2.2k) - An advanced GUI for Azure Service Bus that enables in-depth testing and seamless management of topics, queues, and subscriptions.

Projects / Business Rules Engine

• OpenL Tablets (⭐193) (⭐193) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

Projects / Data Integration

• Estuary Flow (⭐892) (⭐892) - Versatile, scalable platform that provides both real-time and batch data integration for ETL and ELT pipelines.

Projects / Enterprise Service Bus

• WSO2 Enterprise Integrator (⭐396) (⭐396) - API-centric, cloud-native integration platform offering robust, distributed capabilities for modern software architectures.

Projects / Integration Frameworks

• Frank!Framework (⭐159) (⭐159) - Low-code Java messaging framework that simplifies system connectivity and data integration through configurable XML setups.

Projects / Message Broker

• Apache Qpid (⭐69) (⭐69) - AMQP-compliant messaging tool with multi-language support for enterprise-grade message delivery.

• EMQX (⭐16k) (⭐16k) - High-performance MQTT broker built for IoT and industrial applications, ensuring scalable message delivery.

• LavinMQ (⭐871) (⭐871) - High-performance message queue server implementing AMQP 0-9-1 and MQTT protocols, built with Crystal for exceptional throughput and minimal resource usage.

Projects / Self-Service Integration

• n8n (⭐178k) (⭐179k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Projects / Workflow Engine

• Bonita (⭐173) (⭐173) - Open-source BPMN engine with a designer interface to build and automate complex business processes.

• Cadence (⭐9.2k) (⭐9.2k) - Fault-tolerant, stateful platform that reliably orchestrates long-running workflows and complex applications.

Resources / API Specification

• CloudEvents (⭐5.7k) (⭐5.7k) - A specification for describing event data in common formats to provide interoperability across services, platforms and systems.

Resources / Data Formats

• YAML (⭐456) (⭐456) - A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.

12. Awesome Computational Biology

Benchmarks & Datasets

• 1000 Genomes Project — Reference panel of human genetic variation from 2,504 individuals across 26 populations.

• BACE — Binary classification and regression dataset for β-secretase 1 (BACE-1) inhibitor binding affinity.

• BEAT AML — Functional ex vivo drug sensitivity measurements paired with genomics for acute myeloid leukemia.

• ClinTox — Clinical toxicity dataset contrasting FDA-approved drugs with those that failed clinical trials due to toxicity.

• CPTAC (Clinical Proteomic Tumor Analysis Consortium) — Multi-omic proteogenomic datasets for multiple cancer types linking proteomics with genomics.

• FLIP (Fitness Landscape Inference for Proteins) (⭐117) — Benchmark collection of protein fitness landscape datasets for evaluating protein ML models.

• LINCS L1000 — Gene expression profiles (978 landmark genes) for >20,000 chemical and genetic perturbations across cell lines.

• OGB (Open Graph Benchmark) — Large-scale graph ML benchmark suite including biological datasets such as ogbl-ppa (protein-protein associations) and ogbg-molhiv.

• PharmGKB — Curated pharmacogenomics dataset linking genetic variants to drug response phenotypes across thousands of drugs.

• PRISM — Cancer drug sensitivity profiling of >4,500 drugs across >900 cancer cell lines using pooled-cell-line barcoding.

• ProteinGym (⭐395) — Large-scale benchmark of deep mutational scanning assays for evaluating protein fitness landscape models.

• QM9 — Quantum chemistry properties for 134K stable small organic molecules computed at DFT level.

• scIB (Single-cell Integration Benchmarks) (⭐408) — Comprehensive benchmarking framework for single-cell data integration methods.

• SIDER (Side Effect Resource) — Database of 1,430 approved drugs with their recorded adverse drug reactions across 27 system-organ classes.

• Tabula Muris — Comprehensive single-cell atlas of 20 mouse organs and tissues, enabling cross-tissue and cross-species comparisons.

• Tabula Sapiens — Comprehensive human single-cell atlas of ~500K cells from 24 organs and tissues across multiple donors.

• TAPE (Tasks Assessing Protein Embeddings) (⭐733) — Benchmark suite of five biologically meaningful semi-supervised learning tasks for evaluating protein representations.

• The Cancer Genome Atlas (TCGA) — Comprehensive multi-omics (genomics, transcriptomics, proteomics, methylation) dataset for 33 cancer types across ~11,000 patients.

• Tox21 — 12,707 compounds tested in 12 nuclear receptor and stress-response pathway biochemical assays for toxicity prediction.

• UK Biobank — Large-scale biomedical database of ~500K participants with genetic, imaging, and health data for population genetics and disease studies.

13. Awesome Readme

Examples

• feberts/python-game-server (⭐2) - A diagram that shows at a glance what the project is about. A clearly structured readme that shows everything a developer needs to know without getting lost in unnecessary details. Selected badges that only show relevant information.

14. Awesome Datascience

Research & Knowledge Retrieval

• BGPT MCP - MCP server that gives AI agents access to a database of scientific papers built from raw experimental data extracted from full-text studies. Returns 25+ structured fields per paper including methods, results, sample sizes, and quality scores. GitHub (⭐5)

• Next: Mar 10, 2026