Awesome List Updates on Apr 16, 2026

13 awesome lists updated today.

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1. Awesome Cl

Shells, shells interfaces / Third-party APIs

• Lish (⭐0) - lish may someday be a lisp shell. GPL3.
  • supports tab-completion of executables in the path and Lisp symbols, allows to write and to mix shell commands and Lisp code, has a tiny REPL and an interactive debugger, and more.
  • WARN: this is an old backup. The original repository is no more.

2. Awesome Computational Biology

GitHub Pages UI

• Search matches name, description, tasks, modalities, and tags.

• The Task, Modality, and Type filters map directly to tasks, modalities, and type in docs/data/resources.json.

• Clicking badges on cards applies the corresponding filter.

Curation Criteria (Strict) / Protein Structure Prediction and Design

• The resource is trustworthy and relevant to computational biology.

• The primary link points to an official source (official docs, organization site, maintained repository, or official dataset page).

• The resource has evidence of technical substance: ideally a peer-reviewed paper; at minimum a preprint or official technical documentation.

• The description is factual and concise (no marketing copy).

• Duplicate or near-duplicate entries should be avoided.

Update & Link Rot Policy / Protein Structure Prediction and Design

• Link validity is monitored by the Link Check workflow.

• If a link repeatedly fails, maintainers may replace it with an official mirror/canonical URL or remove the entry until a stable URL is available.

• Contributions fixing broken links are welcome and encouraged.

Data Schema & Contribution Workflow / Protein Structure Prediction and Design

• Data schema reference: docs/data/SCHEMA.md.

• Source-of-truth workflow:
  1. Edit/add resources in README.md.
  2. Regenerate machine-readable artifacts:
     • python scripts/sync_resources_from_readme.py
     • python scripts/build_resources.py
  3. Commit updated data files (data/resources.yml, data/resources.json, data/resources.csv, docs/data/resources.json) with your README change.

• Contribution guide: contributing.md.

3. Awesome Selfhosted

Software / Booking and Scheduling

• Cal.diy - Online appointment scheduling system. (Source Code (⭐42k)) MIT Nodejs

4. Free for Dev

Managed Data Services

• Qdrant - Vector Database for embedding data, single node cluster with 0.5 vCPU, 1GB RAM, and 4GB disk.

Miscellaneous

• redirs.com — Easy domain redirects with auto-SSL, analytics, and URL path forwarding. Free for basic use (up to 5 domains).

5. Awesome Mysql

GUI

• squix (⭐205) - SQL command-line client with query management and interactive results.

6. Awesome Datascience

Tools

• Not Human Search - Search engine for AI agents that indexes 9,000+ AI tools and APIs, scoring each on agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin.json). REST API and MCP server for programmatic tool discovery. GitHub (⭐0)

Books / Visualization Tools

• Executive Data Science: A high-level guide to managing data science teams and projects.

• Introduction to Modern Statistics: A modern, open-access textbook on statistics with a heavy focus on data science applications.

• The Art of Data Science: Focuses on the "art" of data analysis, how to ask the right questions and refine them.

Journals, Publications and Magazines / Book Deals (Affiliated)

• 8bitconcepts - AI industry research and analysis with papers on AI pricing, enterprise adoption, and evaluation frameworks.

Other Awesome Lists / Book Deals (Affiliated)

• AI Dev Jobs - Job board focused on AI/ML engineering roles with 5,400+ listings and a free REST API.

7. Awesome Cpp

CLI

• Crossline (⭐153) - A small, self-contained, zero-config, MIT licensed, cross-platform, readline and libedit replacement. [MIT]

8. Awesome Deno

Showcases / XML

• ShopSavvy Deno Deploy (⭐0) - Deno Deploy router with Hono for product search, real-time pricing, and price history.

9. Awesome Mac

Utilities / General Tools

• WaifuX - Open-source ACG app for wallpapers, animated backgrounds, and anime videos.

10. Awesome Embedded Rust

Firmware projects / WIP

• 🤖 hypervisor (⭐4): Bare-metal ARM64 Type-1 hypervisor in no_std Rust (single dependency: fdt). Runs at EL2, boots Linux with 4 vCPUs, virtio-blk/net, FF-A v1.1 SPMC at S-EL2. Targets QEMU virt machine (no real hardware tested yet).

11. Awesome Ada

Sound / GPL (no linking exception)

• portable-openal-sound (⭐1) - A linux-sound-playing package for Ada apps that can asynchronously start and stop music loops, as well as initiate transient sounds.

12. Awesome Db Tools

SQL / Code Generators

• sqlc - SQL-first code generator producing type-safe bindings for various languages and various databases.

• SQLDelight - SQL-first code generator producing type-safe bindings for Kotlin and various databases.

• pGenie - SQL-first code generator producing type-safe bindings for various languages and specializing on the PostgreSQL database.

13. Awesome Mongodb

Tools / Desktop

• Monghoul - MongoDB GUI with smart autocomplete, visual aggregation builder, and built-in MCP server

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• Next: Apr 15, 2026