Awesome List Updates on Jan 29, 2026
17 awesome lists updated today.
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1. Awesome Java
Code Analysis / Text-Based User Interfaces
- ToolsHref - Online Java code analyzer and JSON-to-Mermaid visualization tool.
Messaging / Text-Based User Interfaces
- Emissary (⭐103) - Simple, lightweight, yet FAST messaging library for decoupling messages (requests and events) and message handlers.
Monitoring / Text-Based User Interfaces
- Boot Usage Spring Boot Starter (⭐1) - Spring Boot Actuator extension providing application startup and runtime metrics including JVM uptime, memory usage, and CPU load.
2. Awesome Cl
Linting, code formatting / Third-party APIs
- ocicl (⭐269)'s built-in linter and auto-fix feature.
3. Awesome Cloudflare
Workers / AI
- Moltworker (⭐305) - Run Moltbot (formely Clawdbot) on Cloudflare Workers.
4. Awesome Mqtt
Brokers
- BifroMQ - Java-based high-performance MQTT broker with native multi-tenancy for large-scale IoT.
Python
- aiomqtt (⭐543) - The idiomatic asyncio MQTT client.
5. Awesome Playcanvas
3D Gaussian Splatting / YouTube Playables
- Crysta - Turn your favorite moments into exquisite, full-color 3D keepsakes.
6. Awesome Db Tools
Backup / Samples
- Portabase (⭐301) - Agent-based platform for PostgreSQL backups and restores with decentralized execution and centralized orchestration.
7. Awesome Machine Learning
JavaScript / General-Purpose Machine Learning
- Kandle (⭐1) - A JavaScript Native PyTorch-aligned Machine Learning Framework, built from scratch on WebGPU.
8. Awesome Opensource Apps
Electron
Name: ShellLeap (⭐0)
Description: Premium, secure cross-platform SSH & SFTP client with AES-256-GCM vault
9. Free for Dev
Storage and Media Processing
- Proton Drive - Ultra-secure cloud storage for files and key documents. Free plan offers 5gb of storage space.
10. Awesome Digital History
Archives and primary sources / Africa
- National Library of South Africa Digital Collections - National Library of South Africa's digital collections, including historical newspapers and special collections materials.
Archives and primary sources / Asia
- South Asia Commons - Discovery platform for South Asian historical and cultural materials held worldwide, with mixed hosting plus outward links.
- South Asian Newspapers - Open-access collection of South Asian newspapers covering major regional and global events across multiple countries and languages.
- Southeast Asian Newspapers - Open-access collection of Southeast Asian newspapers documenting colonialism, decolonization, and early statehood across the region in multiple languages.
Archives and primary sources / Global
- ProQuest - Central platform providing access to a wide range of research databases and content types including news, dissertations, ebooks, video, and journals.
- Southeast Asian & Caribbean Images (KITLV) - Image collection of photographs, prints, and drawings focusing on Southeast Asia and the Caribbean, depicting life roughly 1850-1950.
- World Radio History - Archive of radio and television broadcasting journals, industry-specific guides and professional directories.
11. Awesome Love2d
Music
- Lua-Opus (⭐1) - A module for streaming and decoding Ogg Opus audio files with queueable playback and PCM integration.
Utilities
- LUA-SNG-Parser (⭐0) - A Lua library for parsing and extracting custom .sng song package files, supporting metadata reading, file listing, and batch extraction. Ideal for rhythm games, audio-based projects.
12. Awesome Vue
Components & Libraries / UI Components
- markdown-design (⭐3) - An out-of-the-box Vue 3 Markdown component with real-time rendering, featuring TOC generation, full-text search, and more.
13. GoBooks
Related Lists / Why does this book look so different?
- Dev Books (⭐44) – A collection of development and programming books
- AI Books (⭐55) – A curated collection of books and resources on artificial intelligence
14. Awesome Django
Resources / Job Boards
- Django Job Board - A Django job board that also aggregates other job boards. Formerly Django News Jobs.
15. Awesome Godot
3D / Godot 4
- Hurry Curry! - Free & open-source cooperative multiplayer cooking game.
External editor themes / Godot version unknown
16. Awesome Computational Biology
Pathway
- Reactome — Expert-curated, peer-reviewed pathway database with detailed reaction mechanisms.
- BioCyc — Collection of pathway/genome databases across thousands of organisms.
- SIGNOR — Database of causal signaling interactions and pathways.
- MSigDB (Molecular Signatures Database) — Curated gene sets derived from pathways and biological processes.
Protein
- PROTEIN DATA BANK (PDB) — 3D structures of proteins, nucleic acids, complexes.
- RCSB Protein Data Bank — Repository for structural data of biological molecules.
Disease
- DrugBank — Database of drugs and targets (University of Alberta).
Interaction / Drug-Gene Interaction
- Comparative Toxicogenomics Database — Chemical-gene interactions, chemical-disease and gene-disease associations, chemical-phenotype associations.
- SNAP — Dataset of drug-gene interactions.
- Therapeutics Data Commons — Datasets for drug-target, response, drug-drug interaction, etc.
Interaction / Drug (Cell Line) Response
- Genomics of Drug Sensitivity in Cancer (GDSC) — Drug sensitivity for ~1000 human cancer cell lines and hundreds of compounds.
- Cancer Cell Line Encyclopedia — Database of ~1000 cancer cell lines.
- CellMiner Cross Database (CellMinerCDB) — Integrates multiple cancer cell line databases.
Interaction / Chemical-Protein Interaction
- BindingDB — Compounds and target database.
- PDBBind — Binding affinity data for biomolecular complexes.
- CrossDocked2020 — Large-scale dataset for structure-based virtual screening.
Interaction / Protein-Protein Interaction
- BioGRID — Protein, genetic, and chemical interactions.
- HIPPIE — Human protein-protein interaction database.
Interaction / Knowledge Graph
- DRKG (⭐668) — Large-scale biological knowledge graph for drug discovery.
- Hetionet (⭐337) — Heterogeneous network integrating genes, diseases, drugs, pathways, and more.
- OpenBioLink (⭐157) — Benchmark datasets for biological knowledge graph completion.
- PrimeKG (⭐691) — Multi-modal precision medicine knowledge graph integrating clinical, genetic, and drug data.
API / Knowledge Graph
- PubMed E-utilities (esearch/efetch) — APIs for searching and retrieving biomedical literature from PubMed.
- NCBI E-utilities — Unified APIs for accessing NCBI databases (Gene, GEO, SRA, PubChem, etc).
- UniProt REST API — Programmatic access to protein sequence and functional annotation data.
- Ensembl REST API — API for genomic annotations, variants, genes, and comparative genomics.
- KEGG REST API — API for accessing KEGG pathways, compounds, genes, and reactions.
- ChEMBL Web Services — REST API for bioactive molecules, targets, and bioassays.
- Open Targets Platform API — API for target–disease associations integrating genetics, genomics, and drug data.
- ClinicalTrials.gov API — API for querying clinical trial metadata and results.
Drug Target Interaction / Knowledge Graph
- DTINet (⭐185) — Network-based framework integrating heterogeneous biological data for DTI prediction.
- DeepDTA (⭐290) — Deep learning model using CNNs on protein sequences and drug SMILES.
- GraphDTA (⭐292) — Graph neural network–based DTI prediction using molecular graphs.
- MolTrans (⭐221) — Transformer-based DTI model leveraging molecular substructures.
- DrugBAN (⭐140) — Bilinear attention network for interpretable DTI prediction.
Pre-trained Embedding / Knowledge Graph
- Evolutionary Scale Modeling (ESM) (⭐4k) — Protein embeddings.
17. Awesome Neovim
Git / Quickfix
- esmuellert/codediff.nvim (⭐1k) - Side-by-side diff with two-tier highlighting (line + character level) using VSCode's algorithm implemented in C.
- spacedentist/resolve.nvim (⭐36) - Resolve merge conflicts with ease.
Motion / GitLab
- kiyoon/repeatable-move.nvim (⭐18) - Make any motion repeatable with
;and,keys.
External / Boilerplate
- chrisgrieser/nvim-pseudometa-plugin-template (⭐38) - Template for new Neovim plugins.
- Next: Jan 28, 2026