Awesome List Updates on May 06, 2026

14 awesome lists updated today.

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1. Awesome Rust

Applications

• Zephyr (⭐175) - A modern, lightweight, and secure Mihomo (Clash Meta) GUI client built with Tauri.

Applications / Embedded

• embassy-rs/embassy (⭐9.2k) [embassy] - Next-generation async/await framework for embedded Rust with HALs for STM32, nRF, RP, ESP32, and more. Features embassy-time, embassy-net, embassy-usb, and low-power support.

2. Awesome Mac

Utilities / Menu Bar Tools

• CodexIsland - Turns the MacBook notch into a Dynamic Island-style live activity for Claude Code and Codex CLI rate limits and spend, computed locally with no telemetry.

3. Awesome Computational Biology

Pathway

• OmniPath — Comprehensive resource integrating protein interactions, signaling pathways, gene regulatory networks, and miRNA targets from over 100 databases.

• SIGNOR 2.0 — Database of causal signaling interactions and pathways, with signed and directed relationships between proteins.

Gene Regulatory Network

• TRRUST v2 — Manually curated database of human and mouse transcriptional regulatory interactions between transcription factors and their target genes, expanded with literature-derived evidence.

4. Awesome Data Engineering

Data Ingestion

• DataSpoc Pipe (⭐1) - Data ingestion engine that connects 400+ Singer taps to Parquet files in cloud buckets (S3, GCS, Azure). Streaming, incremental, with auto-catalog.

• DBConvert Streams - self-hosted database migration and change data capture (CDC) tool with built-in SQL IDE.

• data-genie (⭐16) - High-performance, streaming-first ETL engine for Node.js and TypeScript with constant memory footprint.

• pdfmux (⭐57) - Python PDF-to-Markdown orchestrator. Classifies each page and routes to the optimal backend (PyMuPDF, Docling, RapidOCR, Gemini Flash), emitting Markdown plus a per-page confidence score so ingestion pipelines can quarantine low-trust pages before feeding LLMs or retrieval.

• LinkedIn Jobs Scraper - Crawlee-based actor extracting structured LinkedIn job listings at scale without API keys.

Serialization format

• AKF (⭐3) - The AI native file format. Trust scores, source provenance, and compliance metadata that embed into 20+ formats (DOCX, PDF, images, code). EXIF for AI.

• PFC-JSONL - Specialized JSONL log compressor with block-level timestamp indexing and DuckDB integration. Achieves ~9% compression ratio (better than gzip) with time-range random access queries.

Charts and Dashboards

• stratif.io - Open-source, self-hosted, warehouse-native product analytics. Runs funnels, retention, and paths directly on DuckDB, Postgres, Snowflake, or ClickHouse.

• AI for Database - Agentic AI platform to connect any database (PostgreSQL, MySQL, MongoDB, etc.) and query in plain English; includes self-refreshing intelligent dashboards and action workflows triggered by data changes.

Workflow

• Dotflow (⭐5) - A lightweight Python library for building execution pipelines with retry, parallel execution, cron scheduling, and async support.

Data Lake Management

• rawquery - Managed lakehouse platform on Apache Iceberg with DuckDB query compute, S3 storage, Postgres wire protocol, and SQL transforms.

Datasets / Realtime

• Helium MCP (⭐3) - Remote MCP server for real-time financial data, 3.2M+ news articles, ML options pricing, and news bias analysis. Free, no API key. MCP

• Sorsa API - Real-time X (Twitter) data API providing tweets, profiles, search, communities and engagement metrics. Up to 50x cheaper than the official X API with 20 req/sec rate limit, JSON output.

Datasets / Data Dumps

• Mindweave Synthetic Business Data - 42-table synthetic SME dataset with double-entry accounting, tax compliance (AU/US/UK), and temporal realism. CSV, SQL, Parquet, SQLite. Ideal for ETL pipeline testing.

Monitoring / Prometheus

• Signals CLI (⭐1) - Intent signal monitoring CLI. Track LinkedIn engagers, keyword posters, job changers, funding events. JSON output for data pipelines.

Testing / Data Profiler

• Scherlok - Zero-config data quality CLI. Profiles every table on first run, then auto-detects anomalies (volume drops, schema drift, freshness misses, distribution shifts) on subsequent runs. No YAML, no rules to write. Works with Postgres, BigQuery, Snowflake, and dbt.

Community / Forums

• AI Dev Jobs - Job board focused on AI, ML, and data engineering roles with 7,400+ listings, salary data, and a free REST API.

5. Awesome Mac

Design & Graphics / Image Tools

• ImageOptim/ImageOptim (⭐9.8k) — GUI image optimizer for Mac ☆9,807

6. Awesome Go

Utilities / General

• arthurkushman/pgo (⭐88) — Go library for PHP community with convenient functions ☆88

7. Collective Ai Tools

Chatbots

• Kissable - AI companion with persistent memory, together photos, video generation, community scenario catalog, emotional voice, and unlimited messages. #freemium

Document Processing

• Instafill.ai - AI-powered PDF form filler. Auto-completes any PDF form by extracting fields and filling them from saved profiles, uploaded files, or supplied data. #paid

Human Resources

• AI Dev Jobs - AI/ML engineering job board with 8,400+ active listings from 580 ATS sources. Free REST API + MCP server. #free

Search Engine

• Not Human Search - Agent-first search engine indexing 8,000+ MCP servers and AI tools, ranked by agentic readiness. REST API + MCP server. #free

Video

• HeyVid - An all-in-one AI video and image generator. #freemium

• Genve.ai - A tool to dub and translate videos with voice cloning. #free

8. Awesome Incident Response

IR Tools Collection / Linux Distributions

• NullSec Linux (⭐55) - Security-focused Linux distribution with 140+ pre-installed forensic and offensive security tools, custom hardened kernel, and integrated incident response workflows.

IR Tools Collection / Log Analysis Tools

• NullSec LogReaper (⭐80) - High-speed log analysis and forensics tool with multi-format parsing, pattern matching, timeline reconstruction and anomaly detection for incident response.

IR Tools Collection / Other Tools

• IPASIS - Real-time IP reputation and email validation API for investigating suspicious interactions. Returns an Interaction Trust Score (0-100) combining VPN/proxy/Tor detection with email risk assessment in a single API call.

9. Awesome Jmeter

Tools / AI

• Feather Wand - An AI agent in JMeter with Claude Code, Codex, OpenCode, and Gemini integration.

10. Awesome Go

Security

• aes-ctr-drbg (⭐5) - A Deterministic Random Bit Generator based on AES in Counter mode (AES-CTR-DRBG) as specified in NIST SP 800-90A.

Serialization

• proto (⭐615) - Parser and writer for Google ProtocolBuffers .proto files.

Utilities

• relimpact (⭐10) - Fast API compatibility reports for Go projects.

11. Public Apis

Development

• API: JSONPlaceholder

  Description: Fake REST API for testing and prototyping

  Auth: No

  HTTPS: Yes

  CORS: Yes

Email

• API: EmailJS

  Description: Send emails directly from client-side JavaScript without a backend server

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

12. Awesome Qubes OS

VM-Hardening

• [Automatically attaching known devices by UUID (like SD cards)] - (https://forum.qubes-os.org/t/automatically-attaching-known-devices-by-uuid-like-sd-cards/36661) - This is how to automatically attach USB devices that have a ID_FS_UUID property to your assigned VM.

GPU

• Virtualised Intel GPU with SR-IOV - A Guide to virtualise your Intel GPU. Heavily based on Lenovo ThinkPad T14 Gen 5

13. Awesome Neovim

Plugin Manager

• alyxshang/nuwa.nvim - A light package manager.

Bars and Lines / Statusline

• tajirhas9/muslim.nvim (⭐34) - Get prayer times and useful islamic essentials in your statusline.

14. Awesome Sysadmin

Software / Backups

• Shield (⭐396) - A pluggable architecture for backup and restore of database systems. MIT Go

Software / Build and software organization tools

• Environment Modules - Environment Modules provides for the dynamic modification of a user's environment via modulefiles. (Source Code (⭐848)) GPL-2.0 Tcl

Software / Continuous Integration & Continuous Deployment

• Harness - End-to-end developer platform with Source Control Management, CI/CD Pipelines, Hosted Developer Environments, and Artifact Registries (fork of Drone). (Source Code (⭐35k)) Apache-2.0 Go

Software / Deployment Automation

• Genesis (⭐63) - A template framework for multi-environment BOSH deployments. MIT Perl

Software / DNS - Control Panels & Domain Management

• DNSControl - Synchronize your DNS to multiple providers from a simple DSL. (Source Code (⭐3.8k)) MIT Go/Docker

• octoDNS (⭐3.7k) - DNS as code - Tools for managing DNS across multiple providers. MIT Python

Software / Identity Management - LDAP

• lldap (⭐6.2k) - Light (simplified) LDAP implementation with a simple, intuitive web interface and GraphQL support. GPL-3.0 Rust

Software / Metrics & Metric Collection

• Statsd (⭐18k) - Daemon that listens for statistics like counters and timers, sent over UDP or TCP, and sends aggregates to one or more pluggable backend services. MIT Nodejs

Software / Monitoring & Status Pages

• EdMon (⭐11) - A command-line monitoring application helping you to check that your hosts and services are available, with notifications support. MIT Java

• Linux Dash (⭐11k) - A low-overhead monitoring web dashboard for a GNU/Linux machine. MIT Nodejs/Go/Python/PHP

Software / Packaging

• tito (⭐399) - Builds RPMs for git-based projects. GPL-2.0 Python

Software / Software Containers

• Incus - Container "hypervisor" and a better UX for LXC. (Source Code (⭐5.3k)) Apache-2.0 Go

• Next: May 05, 2026