Awesome List Updates on Nov 08, 2026

12 awesome lists updated today.

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1. Awesome Python

Projects / AI and Agents

• Code Sandboxes
  • pydantic-monty (⭐8.8k) - A secure Python sandbox written in Rust for running AI-written code.

Projects / Machine Learning

• Experiment Tracking
  • mlflow (⭐29k) - An open-source platform for tracking experiments, managing models, and evaluating LLM apps.

Projects / WebSocket

• WebRTC
  • aiortc (⭐5.1k) - A WebRTC and ORTC implementation for asyncio, with audio, video, and data channels.

Projects / Testing

• Benchmarking
  • pytest-benchmark (⭐1.5k) - A pytest fixture for benchmarking code.

Projects / Debugging Tools

• Debuggers
  • debugpy (⭐2.5k) - A Debug Adapter Protocol debugger for Python, used by VS Code for remote debugging.
  • ipdb (⭐2k) - IPython-enabled pdb.
  • pudb (⭐3.2k) - A full-screen, console-based Python debugger.

Projects / File Manipulation

• Remote Files
  • fsspec (⭐1.4k) - A unified filesystem interface for local, cloud, and remote storage.
  • smart-open (⭐3.5k) - Stream files from S3, GCS, Azure, HDFS, and HTTP as a drop-in replacement for open().

Projects / Built-in Classes Enhancement

• Class Boilerplate
  • dataclasses - (Python standard library) Adds generated special methods such as __init__() and __repr__() to your classes.
  • attrs (⭐5.9k) - Writes __init__, __eq__, __repr__, and other boilerplate methods for your classes.

Projects / Web Security

• flask-cors (⭐933) - A Flask extension for handling Cross-Origin Resource Sharing (CORS).

• django-cors-headers (⭐5.6k) - Handles Cross-Origin Resource Sharing (CORS) headers for Django apps.

2. Free for Dev

APIs, Data, and ML

• nosocial Embed API - A free API for developers to embed public posts from X, Instagram, TikTok, YouTube, Bluesky, Threads, Facebook, Telegram, Reddit, and LinkedIn on their websites. It returns the embed HTML and any required scripts as JSON. No API key and no request limits.

Forms

• staticforms.dev - Integrate HTML forms easily without any server-side code for free. After the user submits the form, an email with the form content will be sent to your registered address.

IaaS

• InstaBox - Cloud Linux machine for AI agents and developers, running on Firecracker microVMs with Docker and common toolchains preinstalled. Free plan: one 4 vCPU / 8 GiB machine, 20 GiB disk, 5 snapshots and 100 GiB egress per month, no credit card required. Not a persistent VPS: a free machine pauses after 30 minutes idle and runs at most 8 hours per session.

3. Awesome Gemini Cli

MCP Servers

• KaijuConverter MCP - Remote Model Context Protocol server enabling AI agents to convert files and datasets across 100+ formats (documents, images, audio, video). Works with Gemini CLI: gemini mcp add --transport http kaiju https://kaijuconverter.com/api/mcp.

4. Awesome Mac

Reading and Writing Tools / Markdown Tools

• Quill - Markdown editor where Claude Code, Codex or Cursor edits your draft in place, and you keep or revert each change.

Developer Tools / Version Control

• GitOS - Git client that automatically picks the right GitHub account for every repository.

Utilities / Window Management

• Show Bar - Windows-style Command-Tab window switcher with live thumbnails, Dock hover window previews, window snapping, clipboard history, and a screenshot shelf.

5. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• Cue (⭐15) - Adds IDE-style command, option, and path suggestions to ZSH in a native macOS popup.

• listview (⭐0) - Lightweight, zero-dependency ZSH plugin inspired by PowerShell's PSReadLine ListView. Displays real-time, non-intrusive unique history suggestions below your prompt as you type, navigatable using arrow keys.

ZSH Tools / superconsole - Windows-only

• slowrc (⭐2) - Profiles your ZSH startup line by line, shows which lines of your .zshrc cost the most, and safely fixes the slow ones.

6. Awesome Osint

Other Tools / GitHub

• btc-toolkit (⭐3) - Command line tool to read Bitcoin on-chain data: decode OP_RETURN messages and inscriptions, inspect addresses and transactions, and verify a transaction against its block's Merkle proof.

7. Awesome Cli Apps in a Csv

Todo managers

• mado (⭐0) - A command-line organizer for tasks, notes, and other Markdown entries. Each entry lives in its own directory, so it can include attachments alongside MAIN.md. Use queries to filter entries by metadata, then sort and format the results for your editor or scripts.

8. Awesome Opentofu

Tools / CI

• tofu-garnish (⭐1) - GitHub Action to publish OpenTofu outputs as a static GitHub Pages site.

Tools / Platforms

• Kumoss (⭐143) - Open-source, self-hosted AI assistant that plugs into your existing Git, LLM and identity stack, turning plain-language day-2 requests into plan-validated OpenTofu pull requests with drift reconciled.

9. Awesome Testing

Software / UI & End-to-End Testing

• AnalyticsProof - Regression tests for analytics tracking: replays recorded website journeys and reports which step lost a dataLayer event or GA4 parameter. Has a free plan.

10. Public Apis

APIs Covered Under APILayer Suite!

• Name: CoworkingView

  Description: Search coworking spaces, private offices and operator-published prices in 70+ cities

  Auth: No

  Transport: HTTP

  Install: –

• Name: Data and APIs

  Description: Search, read and call 125+ data APIs: sanctions, barcodes, IP intelligence, companies, holidays

  Auth: apiKey

  Transport: HTTP

  Install: –

• Name: TextKit

  Description: Send and receive SMS, verify phones and buy US and Canada numbers from an agent

  Auth: OAuth

  Transport: HTTP

  Install: MCP Registry

Business

• API: Requstory

  Description: How companies work: teams, processes, ease scores and AI-readiness from public websites

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

Cryptocurrency

• API: Ironflow

  Description: Hyperliquid trades, liquidations, candles, funding and wallet data, plus SQL; no key to start

  Auth: No

  HTTPS: Yes

  CORS: Yes

Data Validation

• API: Veriport

  Description: EU VAT validation (VIES), VAT rates, IBAN validation, French company data

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

  :

Development

• API: Compute Comparison

  Description: GPU rental prices, providers, models and price history across cloud providers

  Auth: No

  HTTPS: Yes

  CORS: No

• API: Proxifly

  Description: Rotating proxy API that returns tested HTTP, SOCKS4 and SOCKS5 proxies, filterable by country

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: ToolsFox Utils

  Description: Free developer utility API: UUID, timestamps, SHA-256, Base64, URL encode/decode, random strings

  Auth: No

  HTTPS: Yes

  CORS: Yes

Dictionaries

• API: High Valyrian Translators (⭐0)

  Description: High Valyrian dictionary (400 words with IPA) and Dothraki phrases as free open JSON datasets

  Auth: No

  HTTPS: Yes

  CORS: Yes

Documents & Productivity

• API: CleverUtils

  Description: Convert files between 200+ formats, free with no API key

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: MiConvert

  Description: File conversion for 140+ formats incl. 3D/CAD (STEP, IGES, STL), OFD to PDF and WEM; free tier

  Auth: apiKey

  HTTPS: Yes

  CORS: Unknown

• API: Optiic

  Description: OCR that extracts text from images and PDFs, with optional translation of the result

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

Events

• API: NeedATicket

  Description: UK and US resale ticket prices from StubHub

  Auth: No

  HTTPS: Yes

  CORS: Yes

Finance

• API: Tradoshi

  Description: Rankings of trading schools and prop firms, every criterion with its source

  Auth: No

  HTTPS: Yes

  CORS: Yes

  :

• API: Wealthnow

  Description: Real-time and historical stock and crypto prices, fundamentals, SEC filings, insider and 13F data

  Auth: apiKey

  HTTPS: Yes

  CORS: No

  :

Government

• API: Contratero

  Description: Spanish public tenders and awards from the official PLACSP platform, updated hourly

  Auth: apiKey

  HTTPS: Yes

  CORS: No

• API: Probative Legal Marketing Data

  Description: US lawyer advertising rules, court filings, fees and legal-market statistics, sourced, with DOIs

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: Rent Limits

  Description: HUD Fair Market Rents by US ZIP; paid tiers add tax-credit and Section 8 limits

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

• API: Vergabeweiser

  Description: German public tenders and contract awards from open procurement data

  Auth: No

  HTTPS: Yes

  CORS: Yes

Health

• API: NPI Lookup

  Description: Search 9.4M US healthcare providers by NPI, name, taxonomy or location from NPPES data

  Auth: apiKey

  HTTPS: Yes

  CORS: No

Machine Learning

• API: Opper

  Description: EU-hosted OpenAI-compatible gateway to 700+ models from 50+ providers, with free models

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

Music

• API: ListenBrainz

  Description: Open music listening data: scrobble history, statistics and recommendations

  Auth: No

  HTTPS: Yes

  CORS: Yes

Open Data

• API: Mapa Oswiatowa

  Description: Polish schools, preschools, nurseries and universities from public registers, with exam results

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: Security Startups

  Description: Curated directory of young security companies with proof-of-life signals

  Auth: No

  HTTPS: Yes

  CORS: Yes

• API: WhatsApp Rate Cards (⭐0)

  Description: Meta's WhatsApp Business API per-message rates per country in 16 currencies, checked weekly

  Auth: No

  HTTPS: Yes

  CORS: Yes

Phone

• API: TextKit

  Description: Send and receive SMS, verify phones and buy US and Canada numbers; free sandbox

  Auth: apiKey

  HTTPS: Yes

  CORS: No

Security

• API: IP Intelligence

  Description: Country, ASN, datacenter, cloud and Tor detection with an explainable risk score for any IP

  Auth: apiKey

  HTTPS: Yes

  CORS: No

Sports & Fitness

• API: PadelAPI

  Description: Query professional padel tournament data, player stats, and live match results

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

• API: UFCalendar Fight Data

  Description: UFC, PFL, OKTAGON, BKFC and RIZIN events, results, round stats, rankings history

  Auth: apiKey

  HTTPS: Yes

  CORS: Yes

Video

• API: Star Wars Images

  Description: Images for SWAPI people, planets, species, starships and vehicles by ID

  Auth: No

  HTTPS: Yes

  CORS: Yes

11. Awesome Neovim

Dependency Management / Quickfix

• alessandropietrobelli/nuget.nvim (⭐6) - NuGet package manager for .NET solutions.

Scrolling / Tree-sitter Based

• LFSCamargo/macscroll.nvim (⭐1) - macOS trackpad and mouse-wheel scrolling delivered by a Darwin handler so terminals cannot drop sideways motion.

12. Free Programming Books (Chinese)

版本控制

• git-flow 备忘清单 - Daniel Kummer, et al.

操作系统

• Linux Guide for Complete Beginners

• The Linux Command Line

分布式系统

• 走向分布式 (PDF)

• Next: Nov 07, 2026