Awesome List Updates on Mar 11, 2026

13 awesome lists updated today.

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1. Awesome Agents

SDKs and Libraries

• AgentWallet SDK (⭐0) - Non-custodial wallet SDK for AI agents with x402 payments, CCTP cross-chain bridging, and SpendingPolicy guardrails.

2. Awesome Gatling

Test Management / Miscellaneous

• Performance and load testing with Gatling - Integrating with Xray Test Management on Jira and Gatling.

3. 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.

4. Awesome Go

Bloom and Cuckoo Filters

• ribbonGo (⭐4) - First pure Go implementation of Ribbon filters (practically smaller than Bloom and Xor) for space-efficient approximate set membership queries.

5. Awesome Rust

Development tools / Workflow Automation

• jj-vcs/jj (⭐26k) - A Git-compatible version control system with a clean CLI, first-class conflict handling, and automatic rebasing

6. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐391) (⭐385) - A lightweight, open-source platform offering flexible API governance, robust security, and straightforward configuration.

• WSO2 API Manager (⭐971) (⭐969) - A fully open-source API platform offering robust governance, flexible deployment, and community-driven innovation.

Projects / API Design

• Zally (⭐948) (⭐947) - Ensure the quality of your OpenAPI specs with this linter tool that provides extensive analysis and feedback.

Projects / API Documentation

• OpenAPI Explorer (⭐341) (⭐342) - Creates intuitive, interactive user interfaces from OpenAPI specs, simplifying API exploration and testing.

• Zudoku (⭐466) (⭐460) - A customizable framework built on OpenAPI, focused on delivering exceptional developer experiences through quality documentation.

Projects / API Gateway

• Gloo Edge (⭐155) (⭐151) - 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) (⭐224) - 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) (⭐190) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

Projects / Data Integration

• Estuary Flow (⭐892) (⭐884) - 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) (⭐395) - API-centric, cloud-native integration platform offering robust, distributed capabilities for modern software architectures.

Projects / Integration Frameworks

• Frank!Framework (⭐159) (⭐157) - Low-code Java messaging framework that simplifies system connectivity and data integration through configurable XML setups.

Projects / Message Broker

• Apache Qpid (⭐69) (⭐68) - 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) (⭐867) - 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) (⭐177k) - Open-source workflow automation tool with 400+ connectors, giving you full control over your data and integrations.

Projects / Workflow Engine

• Bonita (⭐173) (⭐172) - 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) (⭐453) - 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.

7. 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.

Preprocessing Tools

• scVelo (⭐490) — RNA velocity estimation for single-cell transcriptomics, inferring the direction and speed of cell differentiation.

Drug Response Prediction

• RECOVER (⭐24) — Machine learning framework for predicting synergistic drug combination responses across cell lines.

Molecular Generation

• DiffDock (⭐1.5k) — Diffusion generative model for molecular docking, predicting the binding pose of small molecules to protein targets.

LLM for Biology

• BioMedLM — 2.7B parameter GPT-2-style language model trained exclusively on biomedical literature from PubMed for biomedical question answering and text generation.

Single-cell Foundation Models / Transcriptomics Foundation Models

• UCE (⭐246) — Universal Cell Embeddings: zero-shot single-cell embedding model trained on 36M cells across species, tissues, and assays without fine-tuning.

• GEARS (⭐342) — Graph-based model for predicting transcriptional responses to single and combinatorial genetic perturbations using biological priors.

Protein Foundation Models / Protein Structure Prediction and Design

• OpenFold (⭐3.3k) — Trainable, memory-efficient open-source reproduction of AlphaFold2 enabling custom protein structure prediction workflows.

• SaProt — Structure-aware protein language model using structure-aware tokens that encode both sequence and backbone geometry for improved function prediction.

Genomics Foundation Models / Protein Structure Prediction and Design

• Borzoi (⭐228) — Extended successor to Enformer for predicting RNA-seq coverage from long genomic sequence windows (524 kb) with improved resolution.

8. 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.

9. Awesome Open Hardware

Projects

• PiSpot Show (⭐0) - Raspberry Pi appliance that drives HDMI displays as self-updating Wi-Fi voucher kiosks with live weather.

• PiSpot Watch (⭐1) - Wrist-wearable Raspberry Pi Zero smartwatch with e-ink display that generates Wi-Fi voucher codes on demand.

10. 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.

11. 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 (⭐3)

Datasets / Book Deals (Affiliated)

• FirstData (⭐137) - The world's most comprehensive authoritative data source knowledge base. 210+ curated sources from governments, international organizations, and research institutions. MCP integration for AI agents. MIT licensed.

12. Awesome Docker

Monitoring

• ADRG (⭐3) - Dynamic Docker resource governor using cgroups v2 to manage system load.

Reverse Proxy

• idle-less - Reverse proxy with automatic Wake-on-LAN — wakes sleeping backend servers when traffic arrives, shows a waiting screen, and redirects when ready. By tvup.

Volume Management / Data

• duplicacy-cli-cron (⭐1) - Docker-based encrypted dual-storage backup automation using Duplicacy CLI with cross-site redundancy and Telegram notifications. By GeiserX.

Web / Other

• Arcane (⭐5k) - An easy and modern Docker management platform, built with everybody in mind. By getarcaneapp.

Builder / Other

• Production-Ready Python Containers 💴 - A template for creating production-ready Docker images for Python applications.

Registry / Other

• Amazon Elastic Container Registry 💴 - Amazon Elastic Container Registry (ECR) is a fully-managed Docker container registry that makes it easy for developers to store, manage, and deploy Docker container images.

• Azure Container Registry 💴 - Manage a Docker private registry as a first-class Azure resource.

• Cloudsmith 💴 - A fully managed package management SaaS, with first-class support for public and private Docker registries (and many others, incl. Helm charts for the Kubernetes ecosystem). Has a generous free-tier and is also completely free for open-source.

• Container Registry Service 💴 - Harbor based Container Management Solution as a Service for teams and organizations. Free tier offers 1 GB storage for private repositories.

• Cycle.io 💴 - Bare-metal container hosting.

• DigitalOcean 💴 - DigitalOcean Container Registry.

• GCP Artifact Registry 💴 Fast, private Docker image storage on Google Cloud Platform.

• JFrog Artifactory 💴 - Artifact Repository Manager, can be used as private Docker Registry as well.

• Quay.io 💴 - Secure hosting for private Docker repositories.

CI/CD / Other

• Buddy 💴 - The best of Git, build & deployment tools combined into one powerful tool that supercharged our development.

• Depot 💴 - Build Docker images fast, in the cloud. Blazing fast compute, automatic intelligent caching, and zero configuration. Done in seconds.

• Screwdriver 💴 - Yahoo's OpenSource buildplatform designed for Continous Delivery.

13. Awesome Gemini Cli

Agent Orchestration & CLI Tools

• wolfpack (⭐11) - Mobile & desktop command center for controlling AI coding agents (Claude, Codex, Gemini) across machines from your phone. Secured by Tailscale. Self-hosted.

MCP Servers

• Xquik MCP (⭐14) - X/Twitter data MCP server with 76 REST API endpoints, 20 extraction tools, account monitoring, and giveaway draws. Works with any MCP client including Gemini CLI.

• Next: Mar 10, 2026