From 29c39e61ea996b616dcd5e4893e9dc4889d2e1b6 Mon Sep 17 00:00:00 2001 From: Ganesh23105 Date: Thu, 21 Aug 2025 22:55:45 +0530 Subject: [PATCH 01/62] docs(CONTRIBUTING): fix typo, remove duplicate bullet, and clarify PR instruction --- CONTRIBUTING.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index c86a864..f22afdf 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -8,7 +8,7 @@ It outlines the recommended order for executing tasks and assumes that you have _Please note that the list in this repository is intended for more substantial projects, and we kindly ask that small personal projects not be added in the hope of receiving contributions. Thank you for your understanding._ -## Intitial Checks +## Initial Checks - **Search for Duplicates**: Check the current list and previous pull requests to avoid submitting duplicates. @@ -33,8 +33,7 @@ The easiest way to contribute is by editing the `data.json` file directly in you - **Direct Links**: Links must point directly to the repository. No tracking links are allowed. This list is not for advertising purposes. - **Spelling and Grammar**: Proofread your contribution for spelling and grammar errors. - **Trailing Whitespace**: Ensure to avoiding adding any trailing whitespace (at the end of lines). - - **Spelling and Grammar**: Proofread your contribution for spelling and grammar errors. - - **Single addition**: Make an individual pull request for each suggestion. + - **Single addition**: Submit one pull request per repository suggestion. - **New Technologies**: New technologies are welcomed, all you need to do is add them and a new heading will be generated for them. 4. Describe your changes concisely in the commit message. 5. Click **"Propose changes"** to create a new branch and open a Pull Request (PR). From 0799f4bb7cfefff4feb8ab640b1de96cac876c00 Mon Sep 17 00:00:00 2001 From: Amirreza Faramarzi Date: Tue, 16 Sep 2025 17:45:01 +0330 Subject: [PATCH 02/62] docs: Update README.md with new project name replaced embedchain with mem0 to reflect the recent rebranding. --- data.json | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/data.json b/data.json index e6c86f1..da9765e 100644 --- a/data.json +++ b/data.json @@ -1537,13 +1537,13 @@ "description": "Scikit-learn is a machine learning library for Python." }, { - "name": "Embedchain", - "link": "https://github.com/embedchain/embedchain/", + "name": "Mem0", + "link": "https://github.com/mem0ai/mem0/", "label": "good first issue", "technologies": [ "Python" ], - "description": "Embedchain is a framework to easily create LLM powered bots over any dataset." + "description": "Mem0 is a memory framework for LLM applications." }, { "name": "JRuby", From e7d1290d3da7873eb7bd1027f8dcf496dce4246c Mon Sep 17 00:00:00 2001 From: Rajdeep Singh Date: Fri, 17 Oct 2025 16:51:12 +0530 Subject: [PATCH 03/62] Add BeeWare Briefcase to Python projects --- data.json | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/data.json b/data.json index 8ac5628..25f1f72 100644 --- a/data.json +++ b/data.json @@ -1482,6 +1482,15 @@ ], "description": "Open-source RAG assistant that helps users get reliable answers from knowledge sources while avoiding hallucinations." }, + { + "name": "BeeWare Briefcase", + "link": "https://github.com/beeware/briefcase", + "label": "good first issue", + "technologies": [ + "Python" + ], + "description": "Turn Python projects into distributable native applications across desktop and mobile platforms." + }, { "name": "Bokeh", "link": "https://github.com/bokeh/bokeh", From 4b5e4b6da552cff47c24be5b09aa08770e86c88f Mon Sep 17 00:00:00 2001 From: unknown Date: Wed, 4 Feb 2026 16:43:51 +0530 Subject: [PATCH 04/62] Feat: add GitHub Action for automatic link checking (closes #1786) --- .github/workflows/link-check.yml | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) create mode 100644 .github/workflows/link-check.yml diff --git a/.github/workflows/link-check.yml b/.github/workflows/link-check.yml new file mode 100644 index 0000000..2de712e --- /dev/null +++ b/.github/workflows/link-check.yml @@ -0,0 +1,25 @@ +name: Link Checker + +on: + pull_request: + schedule: + - cron: '0 0 * * 0' + workflow_dispatch: + +jobs: + check-links: + runs-on: ubuntu-latest + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Run Lychee link checker + uses: lycheeverse/lychee-action@v1 + with: + args: > + --verbose + --no-progress + --exclude-mail + --timeout 10 + data.json From 5ce79cacb888cf148991c5890dee2c978a6774f9 Mon Sep 17 00:00:00 2001 From: Aayudesh-k Date: Mon, 16 Feb 2026 22:44:21 -0500 Subject: [PATCH 05/62] fix: remove duplicate repositories from data.json --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index 3b2b524..06eb6a1 100644 --- a/data.json +++ b/data.json @@ -923,15 +923,6 @@ ], "description": "A blazing fast unit test framework powered by Vite." }, - { - "name": "appsmith", - "link": "https://github.com/appsmithorg/appsmith", - "label": "good first issue", - "technologies": [ - "JavaScript" - ], - "description": "Drag & Drop internal tool builder" - }, { "name": "Jasmine", "link": "https://github.com/jasmine/jasmine", From 737c0e94bc5a035f0f385d09f167241f9d1e669e Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Tue, 24 Feb 2026 16:36:10 +0000 Subject: [PATCH 06/62] Update appsmith technologies in data.json --- data.json | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/data.json b/data.json index 06eb6a1..d061bd8 100644 --- a/data.json +++ b/data.json @@ -404,7 +404,8 @@ "link": "https://github.com/appsmithorg/appsmith", "label": "good first issue", "technologies": [ - "Java" + "Typescript", + "Javascript" ], "description": "Drag & Drop internal tool builder" }, From 99f1b00233b35f9c64c3397ac5fe4172f3319608 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Tue, 24 Feb 2026 16:38:35 +0000 Subject: [PATCH 07/62] Update README.md --- README.md | 14 ++++++++++---- 1 file changed, 10 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index ad29c23..8bc2902 100644 --- a/README.md +++ b/README.md @@ -34,13 +34,13 @@ If you would like to be guided through how to contribute to a repository on GitH |E|[Elixir](#elixir), [Elm](#elm)| |G|[Go](#go)| |H|[Haskell](#haskell)| -|J|[Java](#java), [JavaScript](#javascript), [JSON](#json), [Julia](#julia)| +|J|[Java](#java), [JavaScript](#javascript), [Javascript](#javascript), [JSON](#json), [Julia](#julia)| |K|[Kotlin](#kotlin)| |M|[Markdown](#markdown), [MLOps](#mlops)| |P|[Perl](#perl), [PHP](#php), [Pug](#pug), [Python](#python)| |R|[Ruby](#ruby), [Rust](#rust)| |S|[Scala](#scala), [Smalltalk](#smalltalk), [Swift](#swift)| -|T|[TypeScript](#typescript)| +|T|[TypeScript](#typescript), [Typescript](#typescript)| ## .NET @@ -130,7 +130,6 @@ If you would like to be guided through how to contribute to a repository on GitH ## Java -- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_
Drag & Drop internal tool builder - [Catima - Android App](https://github.com/CatimaLoyalty/Android) _(label: good first issue)_
Catima, a Loyalty Card & Ticket Manager for Android - [Codename One](https://github.com/codenameone/CodenameOne) _(label: good first issue)_
Cross-platform mobile app development framework for Java developers - [DSA](https://github.com/abhishektripathi66/DSA) _(label: good first issue)_
DSA questions practising repo for Java developers @@ -148,7 +147,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [altair](https://github.com/imolorhe/altair) _(label: good first issue)_
A beautiful feature-rich GraphQL Client for all platforms. - [Ancient Beast](https://github.com/FreezingMoon/AncientBeast) _(label: easy)_
Turn based strategy game where you 3d print a squad of creatures with unique abilities in order to defeat your enemies. -- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_
Drag & Drop internal tool builder - [AVA](https://github.com/sindresorhus/ava) _(label: good-for-beginner)_
Futuristic test runner. - [Babel](https://github.com/babel/babel) _(label: good first issue)_
A compiler for writing next generation JavaScript. - [Berry - Active development trunk for Yarn](https://github.com/yarnpkg/berry) _(label: good first issue)_
Fast, reliable, and secure dependency management. @@ -216,6 +214,10 @@ If you would like to be guided through how to contribute to a repository on GitH - [VuePress](https://github.com/vuejs/vuepress) _(label: good first issue)_
Minimalistic Vue-powered static site generator - [webdriver.io](https://github.com/webdriverio/webdriverio) _(label: first-timers-only)_
Next-gen browser and mobile automation test framework for Node.js +## Javascript + +- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_
Drag & Drop internal tool builder + ## JSON - [Rawsec Cybersecurity Inventory](https://gitlab.com/rawsec/rawsec-cybersecurity-list) _(label: difficulty::easy)_
An inventory of tools and resources that aims to help people to find everything related to CyberSecurity. @@ -387,6 +389,10 @@ If you would like to be guided through how to contribute to a repository on GitH - [Vite](https://github.com/vitejs/vite) _(label: good first issue)_
Next generation frontend tooling. It's fast! Alternative to Create React App - [Vitest](https://github.com/vitest-dev/vitest) _(label: good first issue)_
A blazing fast unit test framework powered by Vite. +## Typescript + +- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_
Drag & Drop internal tool builder + ## Contribute From f448db6475ca786708c3c882fd124e9501d754e1 Mon Sep 17 00:00:00 2001 From: Alessio Russo Date: Tue, 10 Mar 2026 14:56:31 +0100 Subject: [PATCH 08/62] Add 'fenn' project entry to data.json Added new project entry for fenn --- data.json | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/data.json b/data.json index d061bd8..69fe4d1 100644 --- a/data.json +++ b/data.json @@ -2109,6 +2109,15 @@ "TypeScript" ], "description": "The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications." + }, + { + "name": "fenn", + "link": "https://github.com/pyfenn/fenn", + "label": "good first issue", + "technologies": [ + "Python" + ], + "description": "A simple framework that automates ML/DL workflows by providing prebuilt trainers, templates, logging, configuration management, and much more." } ] } From f596f92ae7dc89930c9e48520a948999f7389d18 Mon Sep 17 00:00:00 2001 From: Jake Date: Wed, 18 Mar 2026 21:40:47 +0800 Subject: [PATCH 09/62] Update data.json added a new open-source project "SigNoz" --- data.json | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/data.json b/data.json index d061bd8..ae7169c 100644 --- a/data.json +++ b/data.json @@ -1862,6 +1862,16 @@ ], "description": "End-to-end encryption and mutual authentication for distributed applications." }, + { + "name": "SigNoz", + "link": "https://github.com/SigNoz/signoz", + "label": "good first issue", + "technologies": [ + "TypeScript", + "Go" + ], + "description": "An Open Source observability platform that monitors your applications and services. It comes with out-of-box charts for key application metrics like p99 latency, error rate, Apdex, and operations per second. You can also monitor the database and external calls made from your application." + }, { "name": "H2O Wave", "link": "https://github.com/h2oai/wave", From 53ffce2c2668419729b9ac35682f8e8df2641a4f Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sat, 4 Apr 2026 01:15:10 +0100 Subject: [PATCH 10/62] Fix grammar and spelling in CONTRIBUTING.md Co-authored-by: Misrilal Sah --- CONTRIBUTING.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index c86a864..a8c7acf 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -8,7 +8,7 @@ It outlines the recommended order for executing tasks and assumes that you have _Please note that the list in this repository is intended for more substantial projects, and we kindly ask that small personal projects not be added in the hope of receiving contributions. Thank you for your understanding._ -## Intitial Checks +## Initial Checks - **Search for Duplicates**: Check the current list and previous pull requests to avoid submitting duplicates. @@ -43,7 +43,7 @@ The easiest way to contribute is by editing the `data.json` file directly in you ### 2. **Submitting a Pull Request (PR)** 1. After proposing changes, GitHub will guide you through creating a PR. 2. Fill out the PR form, ensuring its content (especially the title) is understandable, descriptive and relevant. -3. If your suggest repository uses a non-obvious beginner-friendly issue label, ensure to link to confirmation or proof that the label is beginner friendly. +3. If your suggested repository uses a non-obvious beginner-friendly issue label, link confirmation or proof that the label is beginner-friendly. 4. Submit the PR and wait for feedback from the maintainers. --- From 65a39e6309bea717fa913aee417945dd95104d7a Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sat, 4 Apr 2026 00:24:38 +0000 Subject: [PATCH 11/62] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 8bc2902..2b649da 100644 --- a/README.md +++ b/README.md @@ -120,6 +120,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Moby](https://github.com/moby/moby) _(label: exp/beginner)_
Open-source application container engine - [PureLB](https://gitlab.com/purelb/purelb) _(label: n/a)_
Load-balancer orchestrator for Kubernetes that uses standard Linux networking and routing protocols. - [script](https://github.com/bitfield/script) _(label: good first issue)_
A Go library for doing the kind of tasks that shell scripts are good at: reading files, executing subprocesses, counting lines, matching strings, and so on. Beginners are very welcome and will get detailed code review and help through the PR process. +- [SigNoz](https://github.com/SigNoz/signoz) _(label: good first issue)_
An Open Source observability platform that monitors your applications and services. It comes with out-of-box charts for key application metrics like p99 latency, error rate, Apdex, and operations per second. You can also monitor the database and external calls made from your application. - [Terraform](https://github.com/hashicorp/terraform) _(label: good first issue)_
A tool for building, changing, and versioning infrastructure safely and efficiently. - [TiDB](https://github.com/pingcap/tidb) _(label: good first issue)_
A distributed scalable Hybrid Transactional and Analytical Processing (HTAP) database - [utils](https://github.com/kashifkhan0771/utils) _(label: good first issue)_
Common Utilities library for Go @@ -380,6 +381,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Oppia](https://github.com/oppia/oppia) _(label: good first issue)_
Oppia is an open-source project whose aim is to empower learners across the globe by providing access to high-quality, engaging education. We envision a society in which access to high-quality education is a human right rather than a privilege. - [Readest](https://github.com/readest/readest) _(label: good first issue)_
A modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface. - [reatom](https://github.com/artalar/reatom) _(label: good first issue)_
Reatom is declarative and reactive state manager, designed for both simple and complex applications. +- [SigNoz](https://github.com/SigNoz/signoz) _(label: good first issue)_
An Open Source observability platform that monitors your applications and services. It comes with out-of-box charts for key application metrics like p99 latency, error rate, Apdex, and operations per second. You can also monitor the database and external calls made from your application. - [Storybook JS](https://github.com/storybookjs/storybook) _(label: good first issue)_
Storybook is a frontend workshop for building UI components and pages in isolation. - [supabase](https://github.com/supabase/supabase) _(label: good first issue)_
The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications. - [tinyhttp](https://github.com/talentlessguy/tinyhttp) _(label: good first issue)_
A 0-legacy, tiny & fast web framework as a replacement of Express. From 839b16b314af24145dff9a6cc4c60482ba86ad4d Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sat, 4 Apr 2026 01:30:27 +0100 Subject: [PATCH 12/62] Remove OrgManager from the data.json for inactivity The last commit to the default branch was 7 years ago --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index ae7169c..ba62b67 100644 --- a/data.json +++ b/data.json @@ -1090,15 +1090,6 @@ ], "description": "Matomo is the leading Free/Libre open analytics platform." }, - { - "name": "OrgManager", - "link": "https://github.com/orgmanager/orgmanager", - "label": "beginners-only", - "technologies": [ - "PHP" - ], - "description": "Supercharge your GitHub organizations!" - }, { "name": "PHP Censor", "link": "https://github.com/php-censor/php-censor", From 9238a930fe7c6e4110f998cb3cfae8c8ea31d18e Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sat, 4 Apr 2026 00:31:32 +0000 Subject: [PATCH 13/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 2b649da..c6cf9d2 100644 --- a/README.md +++ b/README.md @@ -260,7 +260,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [Matomo](https://github.com/matomo-org/matomo) _(label: help-wanted)_
Matomo is the leading Free/Libre open analytics platform. - [MediaWiki](https://phabricator.wikimedia.org/maniphest/query/4Q5_qR51u_oz/#R) _(label: n/a)_
The free and open-source wiki software package that powers Wikipedia. - [NextCloud Server](https://github.com/nextcloud/server) _(label: good first issue)_
Nextcloud server, a safe home for all your data. -- [OrgManager](https://github.com/orgmanager/orgmanager) _(label: beginners-only)_
Supercharge your GitHub organizations! - [PHP Censor](https://github.com/php-censor/php-censor) _(label: good-for-beginner)_
Open source self-hosted continuous integration server for PHP projects. - [phpMyAdmin](https://github.com/phpmyadmin/phpmyadmin) _(label: newbie)_
Admin interface for MySQL written in PHP. - [PrestaShop](https://github.com/PrestaShop/PrestaShop) _(label: good first issue)_
The open source ecommerce solution to start your online business and start selling online. From 227ff64349f70ee64bd9aef62143a40c267cb3c5 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sat, 4 Apr 2026 02:26:40 +0100 Subject: [PATCH 14/62] Change lychee-action version in .github/workflows/link-check.yml --- .github/workflows/link-check.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/link-check.yml b/.github/workflows/link-check.yml index 2de712e..b2c6c47 100644 --- a/.github/workflows/link-check.yml +++ b/.github/workflows/link-check.yml @@ -15,7 +15,7 @@ jobs: uses: actions/checkout@v4 - name: Run Lychee link checker - uses: lycheeverse/lychee-action@v1 + uses: lycheeverse/lychee-action@v2 with: args: > --verbose From 07cb700e039c71ac5f38240d15eb45628695f954 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sat, 4 Apr 2026 02:28:39 +0100 Subject: [PATCH 15/62] Remove exclude-mail arg in .github/workflows/link-check.yml --- .github/workflows/link-check.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/link-check.yml b/.github/workflows/link-check.yml index b2c6c47..48defa7 100644 --- a/.github/workflows/link-check.yml +++ b/.github/workflows/link-check.yml @@ -20,6 +20,5 @@ jobs: args: > --verbose --no-progress - --exclude-mail --timeout 10 data.json From ce731e50673d6a67e03b1e220376fc1f8de92835 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sat, 4 Apr 2026 02:43:52 +0100 Subject: [PATCH 16/62] Remove React server from the data.json for inactivity The last commit was over 6 years ago --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index ba62b67..f43e200 100644 --- a/data.json +++ b/data.json @@ -590,15 +590,6 @@ ], "description": "A framework for building native apps with React." }, - { - "name": "React server", - "link": "https://github.com/redfin/react-server", - "label": "good-first-contribution", - "technologies": [ - "JavaScript" - ], - "description": "React framework with server render for blazing fast page load and seamless transitions between pages in the browser." - }, { "name": "Berry - Active development trunk for Yarn", "link": "https://github.com/yarnpkg/berry", From 1a8e3b5f52af3a898ea88e88a47aeb11677d484b Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sat, 4 Apr 2026 02:45:26 +0100 Subject: [PATCH 17/62] Remove React-content-loader from the data.json for inactivity The last commit was a year ago --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index ba62b67..8d46de0 100644 --- a/data.json +++ b/data.json @@ -780,15 +780,6 @@ ], "description": "A compiler for writing next generation JavaScript." }, - { - "name": "React-content-loader", - "link": "https://github.com/danilowoz/create-content-loader", - "label": "good first issue", - "technologies": [ - "JavaScript" - ], - "description": "Tool to create your own react-content-loader easily." - }, { "name": "netlify-cms", "link": "https://github.com/netlify/netlify-cms", From 0bde0bb12c450d8f3070034debda32937b1a4545 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sat, 4 Apr 2026 01:46:47 +0000 Subject: [PATCH 18/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index c6cf9d2..d71e565 100644 --- a/README.md +++ b/README.md @@ -195,7 +195,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [React](https://github.com/facebook/react) _(label: good first issue)_
A declarative, efficient, and flexible JavaScript library for building user interfaces. - [React Native](https://github.com/facebook/react-native) _(label: Good-first-issue)_
A framework for building native apps with React. - [React server](https://github.com/redfin/react-server) _(label: good-first-contribution)_
React framework with server render for blazing fast page load and seamless transitions between pages in the browser. -- [React-content-loader](https://github.com/danilowoz/create-content-loader) _(label: good first issue)_
Tool to create your own react-content-loader easily. - [ReactiveSearch](https://github.com/appbaseio/reactivesearch) _(label: good first issue-:wave:)_
A UI components library for Elasticsearch: Available for React, Vue and React Native. - [reactjs.org](https://github.com/reactjs/react.dev) _(label: good first issue)_
The documentation website for reactjs - [serverless](https://github.com/serverless/serverless) _(label: good first issue)_
The Serverless Framework From d7cf317e5c3a4ec71698f83a2d55281cfd560446 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sat, 4 Apr 2026 01:47:46 +0000 Subject: [PATCH 19/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index d71e565..77e2ae5 100644 --- a/README.md +++ b/README.md @@ -194,7 +194,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [Rawsec Cybersecurity Inventory](https://gitlab.com/rawsec/rawsec-cybersecurity-list) _(label: difficulty::easy)_
An inventory of tools and resources that aims to help people to find everything related to CyberSecurity. - [React](https://github.com/facebook/react) _(label: good first issue)_
A declarative, efficient, and flexible JavaScript library for building user interfaces. - [React Native](https://github.com/facebook/react-native) _(label: Good-first-issue)_
A framework for building native apps with React. -- [React server](https://github.com/redfin/react-server) _(label: good-first-contribution)_
React framework with server render for blazing fast page load and seamless transitions between pages in the browser. - [ReactiveSearch](https://github.com/appbaseio/reactivesearch) _(label: good first issue-:wave:)_
A UI components library for Elasticsearch: Available for React, Vue and React Native. - [reactjs.org](https://github.com/reactjs/react.dev) _(label: good first issue)_
The documentation website for reactjs - [serverless](https://github.com/serverless/serverless) _(label: good first issue)_
The Serverless Framework From 324f5e40a45052ba4a704a3b475b0a39b45ca766 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sun, 5 Apr 2026 00:28:29 +0100 Subject: [PATCH 20/62] Remove abstreet from the data.json for inactivity This project has been split into several other projects so is no longer active. --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index 78341aa..c09e28d 100644 --- a/data.json +++ b/data.json @@ -1763,15 +1763,6 @@ ], "description": "A 0-legacy, tiny & fast web framework as a replacement of Express." }, - { - "name": "a-b-street", - "link": "https://github.com/a-b-street/abstreet", - "label": "good first issue", - "technologies": [ - "Rust" - ], - "description": "Transportation planning and traffic simulation software for creating cities friendlier to walking, biking, and public transit." - }, { "name": "typescript-eslint", "link": "https://github.com/typescript-eslint/typescript-eslint", From 0f80d06a61dafd306c1af65a94b67547d5bd7556 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sat, 4 Apr 2026 23:29:02 +0000 Subject: [PATCH 21/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 77e2ae5..2bacc60 100644 --- a/README.md +++ b/README.md @@ -328,7 +328,6 @@ If you would like to be guided through how to contribute to a repository on GitH ## Rust -- [a-b-street](https://github.com/a-b-street/abstreet) _(label: good first issue)_
Transportation planning and traffic simulation software for creating cities friendlier to walking, biking, and public transit. - [dotenv-linter](https://github.com/dotenv-linter/dotenv-linter) _(label: good first issue)_
Lightning-fast linter for .env files. Written in Rust - [Hyper](https://github.com/hyperium/hyper) _(label: E-easy)_
A fast, safe and correct low-level HTTP library for Rust. - [nushell](https://github.com/nushell/nushell) _(label: good first issue)_
A modern shell for the GitHub era written in Rust. From 218980f53a833a81e75828d4c5a7660158687b66 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sun, 5 Apr 2026 00:52:52 +0100 Subject: [PATCH 22/62] Make the invalid PR check more explicitly specific This also uses a new, more specific invalid PR label (invalid: README.md edited) --- .github/workflows/invalid.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/workflows/invalid.yml b/.github/workflows/invalid.yml index 92250e7..0ff082b 100644 --- a/.github/workflows/invalid.yml +++ b/.github/workflows/invalid.yml @@ -1,4 +1,4 @@ -name: Check on Invalid PR +name: Check README.md edit - invalid PR check on: pull_request_target: @@ -20,14 +20,14 @@ jobs: issue_number: context.issue.number, owner: context.repo.owner, repo: context.repo.repo, - body: 'This PR is not valid. Please read [contributing guidelines](https://github.com/MunGell/awesome-for-beginners/blob/main/CONTRIBUTING.md).' + body: 'This PR is not valid (README.md file should not be manually edited). Please read [contributing guidelines](https://github.com/MunGell/awesome-for-beginners/blob/main/CONTRIBUTING.md).' }); - if (context.payload.pull_request.labels.indexOf('Invalid') === -1) { + if (context.payload.pull_request.labels.indexOf('invalid: README.md edited') === -1) { await github.rest.issues.addLabels({ issue_number: context.issue.number, owner: context.repo.owner, repo: context.repo.repo, - labels: ['Invalid'] + labels: ['invalid: README.md edited'] }); } await github.rest.pulls.update({ From 75a7a904a15ebd2f40e401d7be7edf3bfb8e572b Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sun, 5 Apr 2026 21:36:52 +0000 Subject: [PATCH 23/62] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2bacc60..3adac98 100644 --- a/README.md +++ b/README.md @@ -272,6 +272,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [activist](https://github.com/activist-org/activist) _(label: good first issue)_
activist.org is a network for political action that allows people to coordinate and collaborate on the issues that matter most to them. - [Ansible](https://github.com/ansible/ansible) _(label: easyfix)_
A simple IT automation platform - [ArviZ](https://github.com/arviz-devs/arviz) _(label: Beginner)_
Exploratory Analysis of Bayesian Models. +- [BeeWare Briefcase](https://github.com/beeware/briefcase) _(label: good first issue)_
Turn Python projects into distributable native applications across desktop and mobile platforms. - [Bokeh](https://github.com/bokeh/bokeh) _(label: good first issue)_
Bokeh is an interactive visualization library for modern web browsers. - [BorgBackup](https://github.com/borgbackup/borg) _(label: easy)_
Deduplicating backup program with compression and authenticated encryption. - [CiviWiki](https://github.com/CiviWiki/OpenCiviWiki) _(label: good first issue)_
Building a Better Democracy for the Internet Age From 7d8cca355715059c49019c03721286f814eb3974 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sun, 5 Apr 2026 21:50:12 +0000 Subject: [PATCH 24/62] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3adac98..79cbbaf 100644 --- a/README.md +++ b/README.md @@ -282,7 +282,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [Devopness](https://github.com/devopness/devopness) _(label: good first issue)_
Deploy any software to any cloud: automated DevOps workflows to save software teams time and money. - [django cookiecutter](https://github.com/pydanny/cookiecutter-django) _(label: hacktoberfest)_
An implementation of Python for backend web development. - [DocsGPT](https://github.com/arc53/DocsGPT) _(label: good first issue)_
Open-source RAG assistant that helps users get reliable answers from knowledge sources while avoiding hallucinations. -- [Embedchain](https://github.com/embedchain/embedchain/) _(label: good first issue)_
Embedchain is a framework to easily create LLM powered bots over any dataset. - [Fabric](https://github.com/fabric/fabric) _(label: Low-hanging-fruit)_
Pythonic remote execution and deployment. - [FastAPI](https://github.com/tiangolo/fastapi) _(label: good first issue)_
A modern, fast (high-performance) web framework for building APIs with Python 3.6+ based on standard Python type hints. - [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_
Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience. @@ -291,6 +290,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Jupyter notebook](https://github.com/jupyter/notebook) _(label: good first issue)_
Jupyter interactive notebook. - [Kinto](https://github.com/Kinto/kinto) _(label: easy-pick)_
A lightweight JSON storage service with synchronisation and sharing abilities. - [matplotlib](https://github.com/matplotlib/matplotlib) _(label: good first issue)_
Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. +- [Mem0](https://github.com/mem0ai/mem0/) _(label: good first issue)_
Mem0 is a memory framework for LLM applications. - [MindsDB](https://github.com/mindsdb/mindsdb) _(label: good first issue)_
MindsDB is an open source AI layer for existing databases. - [mitmproxy](https://github.com/mitmproxy/mitmproxy) _(label: help-wanted)_
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers - [mygpo](https://github.com/gpodder/mygpo) _(label: starter-issue)_
The webservice for gpodder.net, a libre web service that allows users to manage their podcast subscriptions and discover new content. From 6945261138ae843616a998458b5927d9fe26744c Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Sun, 5 Apr 2026 22:56:04 +0100 Subject: [PATCH 25/62] Remove Superalgos from the data.json for inactivity The last commit was 2 years ago --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index 3f9090e..40eb98a 100644 --- a/data.json +++ b/data.json @@ -1817,15 +1817,6 @@ ], "description": "Ncurses XMPP chat client." }, - { - "name": "Superalgos", - "link": "https://github.com/Superalgos/Superalgos", - "label": "good first issue", - "technologies": [ - "JavaScript" - ], - "description": "A completely Open Source crypto trading bot rewarding good contributions with the SA(Superalgos)-Token." - }, { "name": "Ockam", "link": "https://github.com/ockam-network/ockam", From fe6fa42e5a4615999ee72047085517c152eefa43 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sun, 5 Apr 2026 21:56:53 +0000 Subject: [PATCH 26/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 79cbbaf..695cb8e 100644 --- a/README.md +++ b/README.md @@ -199,7 +199,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [serverless](https://github.com/serverless/serverless) _(label: good first issue)_
The Serverless Framework - [Storybook JS](https://github.com/storybookjs/storybook) _(label: good first issue)_
Storybook is a frontend workshop for building UI components and pages in isolation. - [stryker](https://github.com/stryker-mutator/stryker) _(label: 👶 Good first issue)_
The JavaScript mutation testing framework -- [Superalgos](https://github.com/Superalgos/Superalgos) _(label: good first issue)_
A completely Open Source crypto trading bot rewarding good contributions with the SA(Superalgos)-Token. - [Svelte](https://github.com/sveltejs/svelte) _(label: good first issue)_
Component framework that runs at build time, converting your components into highly efficient imperative code that surgically updates the DOM. - [swag-for-dev](https://github.com/swapagarwal/swag-for-dev) _(label: good first issue)_
Swag opportunities for developers. - [The Odin Project Curriculum](https://github.com/TheOdinProject/curriculum) _(label: See Description)_
An open-source curriculum for learning full-stack web development. There are a few "Type: Good First Issue" labelled issues, but any content addition/deletion issues seem reasonably beginner friendly. From d9d7cea839234feb76a37d67991a1d9b58592c9b Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Fri, 10 Apr 2026 18:31:50 +0000 Subject: [PATCH 27/62] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 695cb8e..aa0e901 100644 --- a/README.md +++ b/README.md @@ -283,6 +283,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [DocsGPT](https://github.com/arc53/DocsGPT) _(label: good first issue)_
Open-source RAG assistant that helps users get reliable answers from knowledge sources while avoiding hallucinations. - [Fabric](https://github.com/fabric/fabric) _(label: Low-hanging-fruit)_
Pythonic remote execution and deployment. - [FastAPI](https://github.com/tiangolo/fastapi) _(label: good first issue)_
A modern, fast (high-performance) web framework for building APIs with Python 3.6+ based on standard Python type hints. +- [fenn](https://github.com/pyfenn/fenn) _(label: good first issue)_
A simple framework that automates ML/DL workflows by providing prebuilt trainers, templates, logging, configuration management, and much more. - [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_
Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience. - [Harmony](https://github.com/harmonydata/harmony) _(label: Good First Issue)_
Natural language processing tool for psychologists to analyse and compare datasets with AI and LLMs.
Up for a challenge? Try [this LLM training competition](https://harmonydata.ac.uk/doxa/) for a chance to win up to £500! - [jarvis](https://github.com/sukeesh/Jarvis) _(label: difficulty/newcomer)_
A personal assistant for Linux, MacOs and Windows based on Command line Interface. From a7e54f72570c1b5d17a83489e809b16f7977f4ed Mon Sep 17 00:00:00 2001 From: Srushti Date: Sat, 16 May 2026 23:58:03 +0530 Subject: [PATCH 28/62] Add C# to technologies list in data.json --- data.json | 2 ++ 1 file changed, 2 insertions(+) diff --git a/data.json b/data.json index 840442f..f4df12e 100644 --- a/data.json +++ b/data.json @@ -18,6 +18,8 @@ "label": "first-timers-only", "technologies": [ ".NET" + "C#" + ], "description": "The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac." }, From 80a798deaa573c216ee469da496026c3f6b547ee Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sat, 13 Jun 2026 22:16:14 +0100 Subject: [PATCH 29/62] Remove warp.dev sponsorship (#1998) --- .github/README-template.j2 | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/.github/README-template.j2 b/.github/README-template.j2 index dc70a61..5951653 100644 --- a/.github/README-template.j2 +++ b/.github/README-template.j2 @@ -3,14 +3,6 @@ -
-
- - Thanks to Warp.dev for sponsoring this repository through a donation to a charity of my choice. - -
-
- # Awesome First Pull Request Opportunities [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) Inspired by [First Timers Only](https://kentcdodds.com/blog/first-timers-only) blog post. @@ -40,8 +32,6 @@ Contributions are welcome! See the [contributing guidelines](CONTRIBUTING.md). ## Thanks to GitHub Sponsors -Thanks to [Warp.dev](https://go.warp.dev/awesome-for-beginners) for sponsoring this repository through a donation to a charity of my choice. - {% for sponsor in sponsors %}{% if loop.index != 1 and (loop.index - 1) % 6 == 0 %}{% endif %}{% endfor %}

{{ sponsor.name }}
## License From 6d21faf948c142e28892a5b8c6e96d7515c53c10 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sat, 13 Jun 2026 21:16:22 +0000 Subject: [PATCH 30/62] Update README.md --- README.md | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/README.md b/README.md index aa0e901..8363fc5 100644 --- a/README.md +++ b/README.md @@ -3,14 +3,6 @@ -
-
- - Thanks to Warp.dev for sponsoring this repository through a donation to a charity of my choice. - -
-
- # Awesome First Pull Request Opportunities [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) Inspired by [First Timers Only](https://kentcdodds.com/blog/first-timers-only) blog post. @@ -399,8 +391,6 @@ Contributions are welcome! See the [contributing guidelines](CONTRIBUTING.md). ## Thanks to GitHub Sponsors -Thanks to [Warp.dev](https://go.warp.dev/awesome-for-beginners) for sponsoring this repository through a donation to a charity of my choice. -

Michał Gołkowski
## License From 03e34a2de3c03886a132f615ef722d0873629055 Mon Sep 17 00:00:00 2001 From: rogerdemello Date: Sun, 5 Jul 2026 20:30:12 +0530 Subject: [PATCH 31/62] Refresh stale repository links and remove inactive projects Update 28 entries whose GitHub repositories have been renamed or transferred so they point at the current canonical URL (for example `facebook/react` -> `react/react`, `tiangolo/fastapi` -> `fastapi/fastapi`, `facebook/jest` -> `jestjs/jest`). The old URLs currently still work via GitHub's redirect, so the automated Lychee link check does not flag them, but the listed locations are out of date. For five of those entries the project was also rebranded, so update the display name to match the current project: netlify-cms -> Decap CMS, Ember.js Data -> WarpDrive, zoom-rs -> videocall-rs, lxd -> Incus and SuperDuperDB -> Superduper. Remove 4 entries that no longer meet the list's requirements: - OpenCalc - the owner's account no longer exists (link 404s). - TensorZero, Graphback, Legerity for Uno Platform - the repositories are archived and therefore no longer actively maintained. Only `data.json` is edited; `README.md` is regenerated by the build workflow on merge. --- data.json | 102 ++++++++++++++++++------------------------------------ 1 file changed, 33 insertions(+), 69 deletions(-) diff --git a/data.json b/data.json index 840442f..f80cf6d 100644 --- a/data.json +++ b/data.json @@ -114,7 +114,7 @@ }, { "name": "MoveIt", - "link": "https://github.com/ros-planning/moveit", + "link": "https://github.com/moveit/moveit", "label": "good first issue", "technologies": [ "C++" @@ -203,7 +203,7 @@ }, { "name": "Dragonfly", - "link": "https://github.com/dragonflyoss/Dragonfly2", + "link": "https://github.com/dragonflyoss/dragonfly", "label": "good first issue", "technologies": [ "Go" @@ -212,7 +212,7 @@ }, { "name": "Helm", - "link": "https://github.com/kubernetes/helm", + "link": "https://github.com/helm/helm", "label": "good first issue", "technologies": [ "Go" @@ -293,8 +293,8 @@ "description": "A Go library for doing the kind of tasks that shell scripts are good at: reading files, executing subprocesses, counting lines, matching strings, and so on. Beginners are very welcome and will get detailed code review and help through the PR process." }, { - "name": "lxd", - "link": "https://github.com/lxc/lxd", + "name": "Incus", + "link": "https://github.com/lxc/incus", "label": "easy", "technologies": [ "Go" @@ -320,7 +320,7 @@ }, { "name": "Meshery", - "link": "https://github.com/layer5io/meshery", + "link": "https://github.com/meshery/meshery", "label": "good first issue", "technologies": [ "Go" @@ -447,7 +447,7 @@ }, { "name": "PouchDB", - "link": "https://github.com/pouchdb/pouchdb", + "link": "https://github.com/apache/pouchdb", "label": "help-wanted", "technologies": [ "JavaScript" @@ -465,7 +465,7 @@ }, { "name": "AVA", - "link": "https://github.com/sindresorhus/ava", + "link": "https://github.com/avajs/ava", "label": "good-for-beginner", "technologies": [ "JavaScript" @@ -500,8 +500,8 @@ "description": "A JavaScript framework for creating ambitious web applications." }, { - "name": "Ember.js Data", - "link": "https://github.com/emberjs/data", + "name": "WarpDrive", + "link": "https://github.com/warp-drive-data/warp-drive", "label": "Good-for-New-Contributors", "technologies": [ "JavaScript" @@ -574,7 +574,7 @@ }, { "name": "React", - "link": "https://github.com/facebook/react", + "link": "https://github.com/react/react", "label": "good first issue", "technologies": [ "JavaScript" @@ -583,7 +583,7 @@ }, { "name": "React Native", - "link": "https://github.com/facebook/react-native", + "link": "https://github.com/react/react-native", "label": "Good-first-issue", "technologies": [ "JavaScript" @@ -602,7 +602,7 @@ }, { "name": "pixi.js", - "link": "https://github.com/pixijs/pixi.js", + "link": "https://github.com/pixijs/pixijs", "label": "🤩 Good First PR", "technologies": [ "JavaScript" @@ -638,7 +638,7 @@ }, { "name": "stryker", - "link": "https://github.com/stryker-mutator/stryker", + "link": "https://github.com/stryker-mutator/stryker-js", "label": "👶 Good first issue", "technologies": [ "JavaScript" @@ -674,7 +674,7 @@ }, { "name": "Jest", - "link": "https://github.com/facebook/jest", + "link": "https://github.com/jestjs/jest", "label": "good first issue", "technologies": [ "JavaScript" @@ -772,8 +772,8 @@ "description": "A compiler for writing next generation JavaScript." }, { - "name": "netlify-cms", - "link": "https://github.com/netlify/netlify-cms", + "name": "Decap CMS", + "link": "https://github.com/decaporg/decap-cms", "label": "good first issue", "technologies": [ "JavaScript" @@ -782,7 +782,7 @@ }, { "name": "altair", - "link": "https://github.com/imolorhe/altair", + "link": "https://github.com/altair-graphql/altair", "label": "good first issue", "technologies": [ "JavaScript" @@ -852,15 +852,6 @@ ], "description": "A free, fast and beautiful API request builder." }, - { - "name": "OpenCalc", - "link": "https://github.com/Darkempire78/OpenCalc", - "label": "good first issue", - "technologies": [ - "Kotlin" - ], - "description": "A simple and beautiful calculator for Android." - }, { "name": "Time to Leave", "link": "https://github.com/TTLApp/time-to-leave", @@ -944,7 +935,7 @@ }, { "name": "Create React App", - "link": "https://github.com/facebook/create-react-app", + "link": "https://github.com/react/create-react-app", "label": "good first issue", "technologies": [ "JavaScript" @@ -992,7 +983,7 @@ }, { "name": "Hexagon", - "link": "https://github.com/hexagonkt/hexagon", + "link": "https://github.com/hexagontk/hexagon", "label": "help-wanted", "technologies": [ "Kotlin" @@ -1154,7 +1145,7 @@ }, { "name": "Flarum", - "link": "https://github.com/flarum/core", + "link": "https://github.com/flarum/framework", "label": "Good-first-issue", "technologies": [ "PHP" @@ -1288,7 +1279,7 @@ }, { "name": "django cookiecutter", - "link": "https://github.com/pydanny/cookiecutter-django", + "link": "https://github.com/cookiecutter/cookiecutter-django", "label": "hacktoberfest", "technologies": [ "Python" @@ -1387,7 +1378,7 @@ }, { "name": "MindsDB", - "link": "https://github.com/mindsdb/mindsdb", + "link": "https://github.com/mindsdb/minds", "label": "good first issue", "technologies": [ "Python" @@ -1586,22 +1577,13 @@ }, { "name": "Rustfmt", - "link": "https://github.com/rust-lang-nursery/rustfmt", + "link": "https://github.com/rust-lang/rustfmt", "label": "good first issue", "technologies": [ "Rust" ], "description": "A tool for formatting Rust code according to style guidelines." }, - { - "name": "TensorZero", - "link": "https://github.com/tensorzero/tensorzero", - "label": "good-first-issue", - "technologies": [ - "Rust" - ], - "description": "TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models." - }, { "name": "TiKV", "link": "https://github.com/tikv/tikv", @@ -1729,22 +1711,13 @@ }, { "name": "reatom", - "link": "https://github.com/artalar/reatom", + "link": "https://github.com/reatom/reatom", "label": "good first issue", "technologies": [ "TypeScript" ], "description": "Reatom is declarative and reactive state manager, designed for both simple and complex applications." }, - { - "name": "Graphback", - "link": "https://github.com/aerogear/graphback", - "label": "good first issue", - "technologies": [ - "TypeScript" - ], - "description": "A CLI and runtime framework to generate a GraphQL API in seconds." - }, { "name": "LitmusChaos", "link": "https://github.com/litmuschaos/litmus", @@ -1765,7 +1738,7 @@ }, { "name": "tinyhttp", - "link": "https://github.com/talentlessguy/tinyhttp", + "link": "https://github.com/tinyhttp/tinyhttp", "label": "good first issue", "technologies": [ "TypeScript" @@ -1819,7 +1792,7 @@ }, { "name": "Ockam", - "link": "https://github.com/ockam-network/ockam", + "link": "https://github.com/build-trust/ockam", "label": "good first issue", "technologies": [ "Rust" @@ -1876,15 +1849,6 @@ ], "description": "A framework for speeding up the development of automated UI tests for Windows, Android, iOS, and Web with Appium/Selenium on .NET." }, - { - "name": "Legerity for Uno Platform", - "link": "https://github.com/MADE-Apps/legerity-uno", - "label": "good first issue", - "technologies": [ - ".NET" - ], - "description": "An extension framework to Legerity for speeding up the development of automated UI tests for Uno Platform applications with Appium/Selenium on .NET." - }, { "name": "OMRChecker", "link": "https://github.com/Udayraj123/OMRChecker", @@ -1905,7 +1869,7 @@ }, { "name": "HueHive", - "link": "https://github.com/croma-app/croma", + "link": "https://github.com/croma-app/huehive-mobile-app", "label": "good first issue", "technologies": [ "JavaScript" @@ -1971,8 +1935,8 @@ "description": "Natural language processing tool for psychologists to analyse and compare datasets with AI and LLMs.
Up for a challenge? Try [this LLM training competition](https://harmonydata.ac.uk/doxa/) for a chance to win up to £500!" }, { - "name": "SuperDuperDB", - "link": "https://github.com/SuperDuperDB/superduperdb", + "name": "Superduper", + "link": "https://github.com/superduper-io/superduper", "label": "good first issue", "technologies": [ "Python", @@ -2039,8 +2003,8 @@ "description": "An inventory of tools and resources that aims to help people to find everything related to CyberSecurity." }, { - "name": "zoom-rs", - "link": "https://github.com/security-union/zoom-rs", + "name": "videocall-rs", + "link": "https://github.com/security-union/videocall-rs", "label": "good first issue", "technologies": [ "Rust" @@ -2058,7 +2022,7 @@ }, { "name": "FastAPI", - "link": "https://github.com/tiangolo/fastapi", + "link": "https://github.com/fastapi/fastapi", "label": "good first issue", "technologies": [ "Python" From 439cdf71b24a3dca04d20c0bb1b852ab960118fa Mon Sep 17 00:00:00 2001 From: Tianyu Hu <1002770724@qq.com> Date: Sat, 25 Jul 2026 15:00:11 +0800 Subject: [PATCH 32/62] Remove archived beginner project entries (#2034) --- data.json | 18 ------------------ 1 file changed, 18 deletions(-) diff --git a/data.json b/data.json index 840442f..2811601 100644 --- a/data.json +++ b/data.json @@ -1736,15 +1736,6 @@ ], "description": "Reatom is declarative and reactive state manager, designed for both simple and complex applications." }, - { - "name": "Graphback", - "link": "https://github.com/aerogear/graphback", - "label": "good first issue", - "technologies": [ - "TypeScript" - ], - "description": "A CLI and runtime framework to generate a GraphQL API in seconds." - }, { "name": "LitmusChaos", "link": "https://github.com/litmuschaos/litmus", @@ -1876,15 +1867,6 @@ ], "description": "A framework for speeding up the development of automated UI tests for Windows, Android, iOS, and Web with Appium/Selenium on .NET." }, - { - "name": "Legerity for Uno Platform", - "link": "https://github.com/MADE-Apps/legerity-uno", - "label": "good first issue", - "technologies": [ - ".NET" - ], - "description": "An extension framework to Legerity for speeding up the development of automated UI tests for Uno Platform applications with Appium/Selenium on .NET." - }, { "name": "OMRChecker", "link": "https://github.com/Udayraj123/OMRChecker", From 69fbfe6a7b8dc686a272229b62337241e0aae600 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Sat, 25 Jul 2026 07:00:20 +0000 Subject: [PATCH 33/62] Update README.md --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index 8363fc5..1b23534 100644 --- a/README.md +++ b/README.md @@ -37,7 +37,6 @@ If you would like to be guided through how to contribute to a repository on GitH ## .NET - [Legerity](https://github.com/MADE-Apps/legerity) _(label: good first issue)_
A framework for speeding up the development of automated UI tests for Windows, Android, iOS, and Web with Appium/Selenium on .NET. -- [Legerity for Uno Platform](https://github.com/MADE-Apps/legerity-uno) _(label: good first issue)_
An extension framework to Legerity for speeding up the development of automated UI tests for Uno Platform applications with Appium/Selenium on .NET. - [MvvmCross](https://github.com/MvvmCross/MvvmCross) _(label: first-timers-only)_
The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac. ## Angular @@ -357,7 +356,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [Booster](https://github.com/boostercloud/booster) _(label: good first issue)_
A truly serverless framework, write your code and deploy it in seconds without any server configuration files. - [Devopness](https://github.com/devopness/devopness) _(label: good first issue)_
Deploy any software to any cloud: automated DevOps workflows to save software teams time and money. - [DocsGPT](https://github.com/arc53/DocsGPT) _(label: good first issue)_
Open-source RAG assistant that helps users get reliable answers from knowledge sources while avoiding hallucinations. -- [Graphback](https://github.com/aerogear/graphback) _(label: good first issue)_
A CLI and runtime framework to generate a GraphQL API in seconds. - [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_
Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience. - [Hasura GraphQL Engine](https://github.com/hasura/graphql-engine) _(label: good first issue)_
Blazing fast, instant realtime GraphQL APIs on Postgres with fine grained access control, also trigger webhooks on database events. - [Impler.io](https://github.com/implerhq/impler.io) _(label: good first issue)_
100% open source data import experience with readymade CSV & Excel import widget 🚀 From 5d63757e8dc02c4787fb1de77f40ec78147a0b51 Mon Sep 17 00:00:00 2001 From: ralopezv Date: Sat, 15 Aug 2026 19:06:13 -0600 Subject: [PATCH 34/62] Correct casing for TypeScript and JavaScript (enabling project relocation) Fix JavaScript and TypeScript category names and relocate miscategorize project in data.json --- data.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/data.json b/data.json index 2811601..4334c39 100644 --- a/data.json +++ b/data.json @@ -404,8 +404,8 @@ "link": "https://github.com/appsmithorg/appsmith", "label": "good first issue", "technologies": [ - "Typescript", - "Javascript" + "TypeScript", + "JavaScript" ], "description": "Drag & Drop internal tool builder" }, From 19ad61be2d57e425fac8bc2360c54ac75be2d0ec Mon Sep 17 00:00:00 2001 From: McanKul Date: Sun, 30 Aug 2026 21:39:36 +0300 Subject: [PATCH 35/62] Add OffPDF --- data.json | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/data.json b/data.json index 2811601..1e3d99a 100644 --- a/data.json +++ b/data.json @@ -2074,6 +2074,16 @@ "Python" ], "description": "A simple framework that automates ML/DL workflows by providing prebuilt trainers, templates, logging, configuration management, and much more." + }, + { + "name": "OffPDF", + "link": "https://github.com/McanKul/offpdf", + "label": "good first issue", + "technologies": [ + "Rust", + "TypeScript" + ], + "description": "An open-source, offline-first desktop toolkit for editing, organizing, converting, compressing, securing, and OCRing PDF files locally." } ] } From edf4d10b4935921b2ec4fe3f3a689fafe4ad97ab Mon Sep 17 00:00:00 2001 From: Sridhar Bala Date: Fri, 11 Sep 2026 17:51:20 +0530 Subject: [PATCH 36/62] Add Posnic to beginner-friendly projects --- data.json | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/data.json b/data.json index 2811601..623bd32 100644 --- a/data.json +++ b/data.json @@ -2074,6 +2074,16 @@ "Python" ], "description": "A simple framework that automates ML/DL workflows by providing prebuilt trainers, templates, logging, configuration management, and much more." + }, + { + "name": "Posnic", + "link": "https://github.com/Posnic/POS", + "label": "good first issue", + "technologies": [ + "JavaScript", + "Electron" + ], + "description": "Offline-first open source POS and billing software for retail shops and restaurants, with online/offline workflows." } ] } From a0a1d7baa2d10e31a7f1f78704415fc1b3c40238 Mon Sep 17 00:00:00 2001 From: SaviorChkn Date: Mon, 21 Sep 2026 21:05:42 -0400 Subject: [PATCH 37/62] Fixed typos in CONTRIBUTING.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Fix typo: "beginner-friend" → "beginner-friendly" and "Confirm with the owner around" → "Confirm with the owner about" --- CONTRIBUTING.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index f66dd34..827d9fd 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -16,7 +16,7 @@ _Please note that the list in this repository is intended for more substantial p - **Reasonably Developed**: The repository must be reasonably established, along with having with a clear goal or function. New repositories with few commits and little content will likely be rejected. - **Active Maintenance**: Ensure the contributed repository is actively maintained. -- **Appropriate Labels**: Issues with appropriate beginner-friend labels must exist. Confirm with the owner around a label's meaning if it's not obviously beginner-friendly (usually `good-first-issue` or `low-hanging-fruit`). +- **Appropriate Labels**: Issues with appropriate beginner-friendly labels must exist. Confirm with the owner about a label's meaning if it's not obviously beginner-friendly (usually `good-first-issue` or `low-hanging-fruit`). - **Supportive Community**: The repository should have a supportive community. ## Making Changes and Opening a PR (Pull Request) From 766e302a547e3374c7bd242da0e60d4fa9e7ebab Mon Sep 17 00:00:00 2001 From: Divyanshu Jethi <67845323+divyanshujethi@users.noreply.github.com> Date: Wed, 23 Sep 2026 10:39:06 +0530 Subject: [PATCH 38/62] add DevShelf to data.json --- data.json | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/data.json b/data.json index 2811601..9f41345 100644 --- a/data.json +++ b/data.json @@ -2020,6 +2020,16 @@ ], "description": "An inventory of tools and resources that aims to help people to find everything related to CyberSecurity." }, + { + "name": "DevShelf", + "link": "https://github.com/RitualDev-Lab/DevShelf", + "label": "good first issue", + "technologies": [ + "JavaScript", + "TypeScript" + ], + "description": "A crowdsourced, zero-paywall directory of developer tools, free APIs, and 1-click boilerplates with continuous uptime monitoring." + }, { "name": "zoom-rs", "link": "https://github.com/security-union/zoom-rs", From b2bcc657f3e9a9848a810f969f62b41becd7fc85 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Wed, 30 Sep 2026 12:59:11 +0000 Subject: [PATCH 39/62] Update README.md --- README.md | 60 +++++++++++++++++++++++++++---------------------------- 1 file changed, 29 insertions(+), 31 deletions(-) diff --git a/README.md b/README.md index 1b23534..bba9ed8 100644 --- a/README.md +++ b/README.md @@ -66,7 +66,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Godot Engine](https://github.com/godotengine/godot) _(label: good first issue)_
2D and 3D cross-platform game engine. Also has C# and Python code. - [Julia](https://github.com/JuliaLang/julia) _(label: good first issue)_
The Julia Programming Language - A high-level, high-performance dynamic language for technical computing. - [MiniOB](https://github.com/oceanbase/miniob) _(label: good first issue)_
MiniOB is a compact database that assists developers in understanding the fundamental workings of a database(main language is Chinese). -- [MoveIt](https://github.com/ros-planning/moveit) _(label: good first issue)_
Easy-to-use open source robotics manipulation platform for developing commercial applications, prototyping designs, and benchmarking algorithms. +- [MoveIt](https://github.com/moveit/moveit) _(label: good first issue)_
Easy-to-use open source robotics manipulation platform for developing commercial applications, prototyping designs, and benchmarking algorithms. - [projectM](https://github.com/projectM-visualizer/projectm) _(label: good first issue)_
A music visualizer library using OpenGL and GLSL. Has applications using Qt5, SDL, emscripten, iTunes, Kodi. - [Roc Toolkit](https://github.com/roc-streaming/roc-toolkit) _(label: help-wanted)_
A toolkit for real-time audio streaming over the network. - [tensorflow](https://github.com/tensorflow/tensorflow) _(label: stat:contributions-welcome)_
Computation using data flow graphs for scalable machine learning @@ -100,14 +100,14 @@ If you would like to be guided through how to contribute to a repository on GitH - [Alda](https://github.com/alda-lang/alda) _(label: low-hanging fruit)_
A music programming language for musicians. 🎶 - [containerd](https://github.com/containerd/containerd) _(label: exp/beginner)_
Industry-standard container runtime with an emphasis on simplicity, robustness and portability. - [Docker/CLI](https://github.com/docker/cli) _(label: exp/beginner)_
The Docker CLI -- [Dragonfly](https://github.com/dragonflyoss/Dragonfly2) _(label: good first issue)_
Provide efficient, stable and secure file distribution and image acceleration based on p2p technology -- [Helm](https://github.com/kubernetes/helm) _(label: good first issue)_
The Kubernetes Package Manager +- [Dragonfly](https://github.com/dragonflyoss/dragonfly) _(label: good first issue)_
Provide efficient, stable and secure file distribution and image acceleration based on p2p technology +- [Helm](https://github.com/helm/helm) _(label: good first issue)_
The Kubernetes Package Manager - [Hugo](https://github.com/gohugoio/hugo) _(label: GoodFirstIssue)_
A Fast and Flexible Static Site Generator built with love in GoLang +- [Incus](https://github.com/lxc/incus) _(label: easy)_
System container and virtual machine manager. - [Kanister](https://github.com/kanisterio/kanister) _(label: good first issue)_
A Data Protection Workflow Management Engine - [Kubernetes](https://github.com/kubernetes/kubernetes) _(label: good first issue)_
Production-Grade Container Scheduling and Management System -- [lxd](https://github.com/lxc/lxd) _(label: easy)_
System container and virtual machine manager. - [Mattermost](https://github.com/mattermost/mattermost) _(label: Good First Issue, Difficulty/1:Easy)_
Open source Slack-alternative in Golang and React
Look for issues labelled 'Up For Grabs' -- [Meshery](https://github.com/layer5io/meshery) _(label: good first issue)_
Meshery, the service mesh management plane. +- [Meshery](https://github.com/meshery/meshery) _(label: good first issue)_
Meshery, the service mesh management plane. - [Moby](https://github.com/moby/moby) _(label: exp/beginner)_
Open-source application container engine - [PureLB](https://gitlab.com/purelb/purelb) _(label: n/a)_
Load-balancer orchestrator for Kubernetes that uses standard Linux networking and routing protocols. - [script](https://github.com/bitfield/script) _(label: good first issue)_
A Go library for doing the kind of tasks that shell scripts are good at: reading files, executing subprocesses, counting lines, matching strings, and so on. Beginners are very welcome and will get detailed code review and help through the PR process. @@ -137,19 +137,19 @@ If you would like to be guided through how to contribute to a repository on GitH ## JavaScript -- [altair](https://github.com/imolorhe/altair) _(label: good first issue)_
A beautiful feature-rich GraphQL Client for all platforms. +- [altair](https://github.com/altair-graphql/altair) _(label: good first issue)_
A beautiful feature-rich GraphQL Client for all platforms. - [Ancient Beast](https://github.com/FreezingMoon/AncientBeast) _(label: easy)_
Turn based strategy game where you 3d print a squad of creatures with unique abilities in order to defeat your enemies. -- [AVA](https://github.com/sindresorhus/ava) _(label: good-for-beginner)_
Futuristic test runner. +- [AVA](https://github.com/avajs/ava) _(label: good-for-beginner)_
Futuristic test runner. - [Babel](https://github.com/babel/babel) _(label: good first issue)_
A compiler for writing next generation JavaScript. - [Berry - Active development trunk for Yarn](https://github.com/yarnpkg/berry) _(label: good first issue)_
Fast, reliable, and secure dependency management. - [Botpress](https://github.com/botpress/botpress) _(label: contributor-friendly)_
The only sane way to build great bots. - [Brave Browser](https://github.com/brave/brave-browser) _(label: good first issue)_
Desktop browser for macOS, Windows, and Linux. - [Check It Out](https://github.com/jwu910/check-it-out) _(label: good first issue)_
Check It Out is an ncurses-like CLI to let the user interactively navigate and select a git branch to check out. -- [Create React App](https://github.com/facebook/create-react-app) _(label: good first issue)_
Create React apps with no build configuration. +- [Create React App](https://github.com/react/create-react-app) _(label: good first issue)_
Create React apps with no build configuration. - [cypress](https://github.com/cypress-io/cypress) _(label: good first issue)_
Fast, easy and reliable testing for anything that runs in a browser. +- [Decap CMS](https://github.com/decaporg/decap-cms) _(label: good first issue)_
Open source content management for your git workflow. - [electron](https://github.com/electron/electron) _(label: good first issue)_
Build cross platform desktop apps with JavaScript, HTML, and CSS - [Ember.js](https://github.com/emberjs/ember.js) _(label: Good-for-New-Contributors)_
A JavaScript framework for creating ambitious web applications. -- [Ember.js Data](https://github.com/emberjs/data) _(label: Good-for-New-Contributors)_
A data persistence library for Ember.js. - [ESLint](https://github.com/eslint/eslint) _(label: good first issue)_
A fully pluggable tool for identifying and reporting on patterns in JavaScript. - [eslint-plugin-unicorn](https://github.com/sindresorhus/eslint-plugin-unicorn) _(label: good-for-beginner)_
Awesome ESLint rules. - [Fastify](https://github.com/fastify/fastify) _(label: good first issue)_
Fast and low overhead web framework, for Node.js. @@ -160,11 +160,11 @@ If you would like to be guided through how to contribute to a repository on GitH - [Habitica](https://github.com/HabitRPG/habitica) _(label: good first issue)_
Habitica is a gamified task manager, webapp and android/ios app, really wonderful atmosphere. Guidance for contributing here (mongo, express, vue, node stack for webapp) - [HMPL](https://github.com/hmpl-language/hmpl) _(label: good first issue)_
Server-oriented customizable templating for JavaScript. - [Hoppscotch](https://github.com/hoppscotch/hoppscotch) _(label: good first issue)_
A free, fast and beautiful API request builder. -- [HueHive](https://github.com/croma-app/croma) _(label: good first issue)_
An open source react native app iOS and android for color palette management +- [HueHive](https://github.com/croma-app/huehive-mobile-app) _(label: good first issue)_
An open source react native app iOS and android for color palette management - [iD](https://github.com/openstreetmap/iD) _(label: new contributor opportunity)_
The easy-to-use OpenStreetMap editor in JavaScript. - [ImprovedTube](https://github.com/code-charity/youtube) _(label: good first issue)_
A powerful but lightweight extension, to enrich your video experience & enable your content selection. - [Jasmine](https://github.com/jasmine/jasmine) _(label: good first issue)_
Simple JavaScript testing framework for browsers and node.js. -- [Jest](https://github.com/facebook/jest) _(label: good first issue)_
A complete and easy to set up JavaScript testing solution. +- [Jest](https://github.com/jestjs/jest) _(label: good first issue)_
A complete and easy to set up JavaScript testing solution. - [Kinto.js](https://github.com/Kinto/kinto.js) _(label: easy-pick)_
An offline-first JavaScript client leveraging the Kinto API for remote data synchronization. - [Leaflet](https://github.com/Leaflet/Leaflet) _(label: good first issue)_
JavaScript library for mobile-friendly interactive maps. - [material-ui](https://github.com/mui/material-ui) _(label: good first issue)_
React components for faster and easier web development. Build your own design system, or start with Material Design. @@ -174,22 +174,21 @@ If you would like to be guided through how to contribute to a repository on GitH - [Moment.js](https://github.com/moment/moment) _(label: Up-For-Grabs)_
A lightweight JavaScript date library for parsing, validating, manipulating, and formatting dates. - [name-suggestion-index](https://github.com/osmlab/name-suggestion-index) _(label: good first issue)_
Canonical common brand names for OpenStreetMap - [NativeScript](https://github.com/NativeScript/NativeScript) _(label: good first issue)_
NativeScript is an open source framework for building truly native mobile apps with JavaScript. Use web skills, like Angular and Vue.js, FlexBox and CSS, and get native UI and performance on iOS and Android. -- [netlify-cms](https://github.com/netlify/netlify-cms) _(label: good first issue)_
Open source content management for your git workflow. - [Next.js](https://github.com/vercel/next.js) _(label: good first issue)_
A minimalistic framework for universal server-rendered React applications - [Node.js core](https://github.com/nodejs/node) _(label: good first issue)_
JavaScript runtime built on Chrome's V8 JavaScript engine - [nuclear](https://github.com/nukeop/nuclear) _(label: good first issue)_
Multiplatform music player that streams from free sources. - [p5.js](https://github.com/processing/p5.js) _(label: good first issue)_
p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web. -- [pixi.js](https://github.com/pixijs/pixi.js) _(label: 🤩 Good First PR)_
A 2D JavaScript Renderer -- [PouchDB](https://github.com/pouchdb/pouchdb) _(label: help-wanted)_
PouchDB is a pocket-sized database. +- [pixi.js](https://github.com/pixijs/pixijs) _(label: 🤩 Good First PR)_
A 2D JavaScript Renderer +- [PouchDB](https://github.com/apache/pouchdb) _(label: help-wanted)_
PouchDB is a pocket-sized database. - [ramda-adjunct](https://github.com/char0n/ramda-adjunct) _(label: help-wanted)_
Ramda Adjunct is the most popular and most comprehensive set of functional utilities for use with Ramda, providing a variety of useful, well tested functions with excellent documentation. - [Rawsec Cybersecurity Inventory](https://gitlab.com/rawsec/rawsec-cybersecurity-list) _(label: difficulty::easy)_
An inventory of tools and resources that aims to help people to find everything related to CyberSecurity. -- [React](https://github.com/facebook/react) _(label: good first issue)_
A declarative, efficient, and flexible JavaScript library for building user interfaces. -- [React Native](https://github.com/facebook/react-native) _(label: Good-first-issue)_
A framework for building native apps with React. +- [React](https://github.com/react/react) _(label: good first issue)_
A declarative, efficient, and flexible JavaScript library for building user interfaces. +- [React Native](https://github.com/react/react-native) _(label: Good-first-issue)_
A framework for building native apps with React. - [ReactiveSearch](https://github.com/appbaseio/reactivesearch) _(label: good first issue-:wave:)_
A UI components library for Elasticsearch: Available for React, Vue and React Native. - [reactjs.org](https://github.com/reactjs/react.dev) _(label: good first issue)_
The documentation website for reactjs - [serverless](https://github.com/serverless/serverless) _(label: good first issue)_
The Serverless Framework - [Storybook JS](https://github.com/storybookjs/storybook) _(label: good first issue)_
Storybook is a frontend workshop for building UI components and pages in isolation. -- [stryker](https://github.com/stryker-mutator/stryker) _(label: 👶 Good first issue)_
The JavaScript mutation testing framework +- [stryker](https://github.com/stryker-mutator/stryker-js) _(label: 👶 Good first issue)_
The JavaScript mutation testing framework - [Svelte](https://github.com/sveltejs/svelte) _(label: good first issue)_
Component framework that runs at build time, converting your components into highly efficient imperative code that surgically updates the DOM. - [swag-for-dev](https://github.com/swapagarwal/swag-for-dev) _(label: good first issue)_
Swag opportunities for developers. - [The Odin Project Curriculum](https://github.com/TheOdinProject/curriculum) _(label: See Description)_
An open-source curriculum for learning full-stack web development. There are a few "Type: Good First Issue" labelled issues, but any content addition/deletion issues seem reasonably beginner friendly. @@ -201,6 +200,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Vue Router](https://github.com/vuejs/router) _(label: good first issue)_
The official router for Vue.js. - [Vue.js](https://github.com/vuejs/vue) _(label: good first issue)_
The Progressive JavaScript Framework. - [VuePress](https://github.com/vuejs/vuepress) _(label: good first issue)_
Minimalistic Vue-powered static site generator +- [WarpDrive](https://github.com/warp-drive-data/warp-drive) _(label: Good-for-New-Contributors)_
A data persistence library for Ember.js. - [webdriver.io](https://github.com/webdriverio/webdriverio) _(label: first-timers-only)_
Next-gen browser and mobile automation test framework for Node.js ## Javascript @@ -218,9 +218,8 @@ If you would like to be guided through how to contribute to a repository on GitH ## Kotlin - [Atrium](https://github.com/robstoll/atrium) _(label: good first issue)_
Multiplatform assertion library for Kotlin -- [Hexagon](https://github.com/hexagonkt/hexagon) _(label: help-wanted)_
A microservices toolkit written in Kotlin +- [Hexagon](https://github.com/hexagontk/hexagon) _(label: help-wanted)_
A microservices toolkit written in Kotlin - [Non-Blocking SirixDB HTTP(S)-Server](https://github.com/sirixdb/sirix) _(label: good first issue)_
A non-blocking HTTP(S)-Server for SirixDB, a temporal, evolutionary NoSQL document store for XML and JSON. -- [OpenCalc](https://github.com/Darkempire78/OpenCalc) _(label: good first issue)_
A simple and beautiful calculator for Android. - [Scribe-Android](https://github.com/scribe-org/Scribe-Android) _(label: good first issue)_
Android keyboards for language learners with translation, verb conjugation and more! ## Markdown @@ -230,7 +229,7 @@ If you would like to be guided through how to contribute to a repository on GitH ## MLOps -- [SuperDuperDB](https://github.com/SuperDuperDB/superduperdb) _(label: good first issue)_
🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data +- [Superduper](https://github.com/superduper-io/superduper) _(label: good first issue)_
🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data ## Perl @@ -242,7 +241,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [CodeIgniter](https://github.com/codeigniter4/CodeIgniter4) _(label: good first issue)_
A lightweight, fast PHP framework, it is easy to install and perfect for learning MVC architecture. - [Deployer](https://github.com/deployphp/deployer) _(label: good-for-beginner)_
A deployment tool written in PHP with support for popular frameworks out of the box. - [Drupal](https://www.drupal.org/getting-involved-guide) _(label: n/a)_
Leading open-source CMS for ambitious digital experiences that reach your audience across multiple channels. -- [Flarum](https://github.com/flarum/core) _(label: Good-first-issue)_
Simple forum software for building great communities. +- [Flarum](https://github.com/flarum/framework) _(label: Good-first-issue)_
Simple forum software for building great communities. - [FreshRSS](https://github.com/FreshRSS/FreshRSS) _(label: good first issue)_
FreshRSS is a self-hosted RSS and Atom feed aggregator. It is lightweight, easy to work with, powerful, and customizable. Since 2012. - [Laravel Newsletters](https://github.com/spatie/laravel-newsletter) _(label: good first issue)_
A package that provides an easy way to integrate MailChimp with Laravel 5. - [Matomo](https://github.com/matomo-org/matomo) _(label: help-wanted)_
Matomo is the leading Free/Libre open analytics platform. @@ -270,10 +269,10 @@ If you would like to be guided through how to contribute to a repository on GitH - [cookiecutter](https://github.com/cookiecutter/cookiecutter) _(label: good first issue)_
A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. - [datascience](https://github.com/data-8/datascience) _(label: good first issue)_
A Jupyter notebook Python library for introductory data science. - [Devopness](https://github.com/devopness/devopness) _(label: good first issue)_
Deploy any software to any cloud: automated DevOps workflows to save software teams time and money. -- [django cookiecutter](https://github.com/pydanny/cookiecutter-django) _(label: hacktoberfest)_
An implementation of Python for backend web development. +- [django cookiecutter](https://github.com/cookiecutter/cookiecutter-django) _(label: hacktoberfest)_
An implementation of Python for backend web development. - [DocsGPT](https://github.com/arc53/DocsGPT) _(label: good first issue)_
Open-source RAG assistant that helps users get reliable answers from knowledge sources while avoiding hallucinations. - [Fabric](https://github.com/fabric/fabric) _(label: Low-hanging-fruit)_
Pythonic remote execution and deployment. -- [FastAPI](https://github.com/tiangolo/fastapi) _(label: good first issue)_
A modern, fast (high-performance) web framework for building APIs with Python 3.6+ based on standard Python type hints. +- [FastAPI](https://github.com/fastapi/fastapi) _(label: good first issue)_
A modern, fast (high-performance) web framework for building APIs with Python 3.6+ based on standard Python type hints. - [fenn](https://github.com/pyfenn/fenn) _(label: good first issue)_
A simple framework that automates ML/DL workflows by providing prebuilt trainers, templates, logging, configuration management, and much more. - [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_
Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience. - [Harmony](https://github.com/harmonydata/harmony) _(label: Good First Issue)_
Natural language processing tool for psychologists to analyse and compare datasets with AI and LLMs.
Up for a challenge? Try [this LLM training competition](https://harmonydata.ac.uk/doxa/) for a chance to win up to £500! @@ -282,7 +281,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Kinto](https://github.com/Kinto/kinto) _(label: easy-pick)_
A lightweight JSON storage service with synchronisation and sharing abilities. - [matplotlib](https://github.com/matplotlib/matplotlib) _(label: good first issue)_
Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. - [Mem0](https://github.com/mem0ai/mem0/) _(label: good first issue)_
Mem0 is a memory framework for LLM applications. -- [MindsDB](https://github.com/mindsdb/mindsdb) _(label: good first issue)_
MindsDB is an open source AI layer for existing databases. +- [MindsDB](https://github.com/mindsdb/minds) _(label: good first issue)_
MindsDB is an open source AI layer for existing databases. - [mitmproxy](https://github.com/mitmproxy/mitmproxy) _(label: help-wanted)_
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers - [mygpo](https://github.com/gpodder/mygpo) _(label: starter-issue)_
The webservice for gpodder.net, a libre web service that allows users to manage their podcast subscriptions and discover new content. - [mypy](https://github.com/python/mypy) _(label: good first issue)_
Optional static typing for Python. @@ -298,7 +297,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [SaltStack](https://github.com/saltstack/salt) _(label: good first issue)_
Software to automate the management and configuration of any infrastructure or application at scale. - [scikit-learn](https://github.com/scikit-learn/scikit-learn) _(label: good first issue)_
Scikit-learn is a machine learning library for Python. - [scrapy](https://github.com/scrapy/scrapy) _(label: good first issue)_
A fast high-level web crawling & scraping framework for Python. -- [SuperDuperDB](https://github.com/SuperDuperDB/superduperdb) _(label: good first issue)_
🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data +- [Superduper](https://github.com/superduper-io/superduper) _(label: good first issue)_
🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data - [SymPy](https://github.com/sympy/sympy) _(label: Easy-to-Fix)_
A Python library for symbolic mathematics. - [wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) _(label: level:starter)_
The strictest and most opinionated python linter ever! - [Zulip](https://github.com/zulip/zulip) _(label: good first issue)_
Powerful open source group chat. @@ -323,17 +322,16 @@ If you would like to be guided through how to contribute to a repository on GitH - [dotenv-linter](https://github.com/dotenv-linter/dotenv-linter) _(label: good first issue)_
Lightning-fast linter for .env files. Written in Rust - [Hyper](https://github.com/hyperium/hyper) _(label: E-easy)_
A fast, safe and correct low-level HTTP library for Rust. - [nushell](https://github.com/nushell/nushell) _(label: good first issue)_
A modern shell for the GitHub era written in Rust. -- [Ockam](https://github.com/ockam-network/ockam) _(label: good first issue)_
End-to-end encryption and mutual authentication for distributed applications. +- [Ockam](https://github.com/build-trust/ockam) _(label: good first issue)_
End-to-end encryption and mutual authentication for distributed applications. - [Pyrefly](https://github.com/facebook/pyrefly) _(label: good first issue)_
A fast Python typechecker and IDE written in Rust. - [Readest](https://github.com/readest/readest) _(label: good first issue)_
A modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface. - [Rust-Clippy](https://github.com/rust-lang/rust-clippy) _(label: good first issue)_
A bunch of lints to catch common mistakes and improve Rust code -- [Rustfmt](https://github.com/rust-lang-nursery/rustfmt) _(label: good first issue)_
A tool for formatting Rust code according to style guidelines. +- [Rustfmt](https://github.com/rust-lang/rustfmt) _(label: good first issue)_
A tool for formatting Rust code according to style guidelines. - [Servo](https://github.com/servo/servo) _(label: E-easy)_
A browser engine designed for applications including embedded use. - [Sniffnet](https://github.com/GyulyVGC/sniffnet) _(label: good first issue)_
Application to comfortably monitor network traffic. -- [TensorZero](https://github.com/tensorzero/tensorzero) _(label: good-first-issue)_
TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models. - [TiKV](https://github.com/tikv/tikv) _(label: difficulty/easy)_
A distributed transactional key-value database - [Veloren](https://gitlab.com/veloren/veloren) _(label: n/a)_
Veloren is a multiplayer voxel RPG written in Rust. -- [zoom-rs](https://github.com/security-union/zoom-rs) _(label: good first issue)_
Teleconference system with a web based user interface written in Rust +- [videocall-rs](https://github.com/security-union/videocall-rs) _(label: good first issue)_
Teleconference system with a web based user interface written in Rust ## Scala @@ -367,11 +365,11 @@ If you would like to be guided through how to contribute to a repository on GitH - [OpenMetadata](https://github.com/open-metadata/OpenMetadata) _(label: good first issue)_
OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration. - [Oppia](https://github.com/oppia/oppia) _(label: good first issue)_
Oppia is an open-source project whose aim is to empower learners across the globe by providing access to high-quality, engaging education. We envision a society in which access to high-quality education is a human right rather than a privilege. - [Readest](https://github.com/readest/readest) _(label: good first issue)_
A modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface. -- [reatom](https://github.com/artalar/reatom) _(label: good first issue)_
Reatom is declarative and reactive state manager, designed for both simple and complex applications. +- [reatom](https://github.com/reatom/reatom) _(label: good first issue)_
Reatom is declarative and reactive state manager, designed for both simple and complex applications. - [SigNoz](https://github.com/SigNoz/signoz) _(label: good first issue)_
An Open Source observability platform that monitors your applications and services. It comes with out-of-box charts for key application metrics like p99 latency, error rate, Apdex, and operations per second. You can also monitor the database and external calls made from your application. - [Storybook JS](https://github.com/storybookjs/storybook) _(label: good first issue)_
Storybook is a frontend workshop for building UI components and pages in isolation. - [supabase](https://github.com/supabase/supabase) _(label: good first issue)_
The open source Firebase alternative. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications. -- [tinyhttp](https://github.com/talentlessguy/tinyhttp) _(label: good first issue)_
A 0-legacy, tiny & fast web framework as a replacement of Express. +- [tinyhttp](https://github.com/tinyhttp/tinyhttp) _(label: good first issue)_
A 0-legacy, tiny & fast web framework as a replacement of Express. - [TypeScript](https://github.com/Microsoft/TypeScript) _(label: good first issue)_
A superset of JavaScript that compiles to clean JavaScript output. - [typescript-eslint](https://github.com/typescript-eslint/typescript-eslint) _(label: good first issue)_
Monorepo for all the tooling which enables ESLint to support TypeScript. - [Visual Studio Code](https://github.com/Microsoft/vscode) _(label: good first issue)_
A code editor redefined and optimized for building and debugging modern web and cloud applications. From 816c453ad60ed485fa3e5fa1ee8d60675dc787bd Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Wed, 30 Sep 2026 14:01:22 +0100 Subject: [PATCH 40/62] Rename MindsDB to mindshub in data.json --- data.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/data.json b/data.json index f80cf6d..7dd2dc8 100644 --- a/data.json +++ b/data.json @@ -1377,8 +1377,8 @@ "description": "Exploratory Analysis of Bayesian Models." }, { - "name": "MindsDB", - "link": "https://github.com/mindsdb/minds", + "name": "mindshub", + "link": "https://github.com/mindsdb/mindshub", "label": "good first issue", "technologies": [ "Python" From 338d898433a03284157660ca41840ea7401fe5fa Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Wed, 30 Sep 2026 15:06:15 +0100 Subject: [PATCH 41/62] Remove AVA project entry from data.json for inactivity Removed AVA entry from the data.json file. Last commit 4 months ago. --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index f80cf6d..20698fd 100644 --- a/data.json +++ b/data.json @@ -463,15 +463,6 @@ ], "description": "JavaScript library for mobile-friendly interactive maps." }, - { - "name": "AVA", - "link": "https://github.com/avajs/ava", - "label": "good-for-beginner", - "technologies": [ - "JavaScript" - ], - "description": "Futuristic test runner." - }, { "name": "Kinto.js", "link": "https://github.com/Kinto/kinto.js", From d0b9dc1330c12a63f868cc0ad93d4c72a292092a Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Wed, 30 Sep 2026 15:09:16 +0100 Subject: [PATCH 42/62] Delete 'Superduper' project entry from data.json for inactivity Removed 'Superduper' entry from the dataset. Last commit 1 year ago. --- data.json | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/data.json b/data.json index f80cf6d..66d89eb 100644 --- a/data.json +++ b/data.json @@ -1934,16 +1934,6 @@ ], "description": "Natural language processing tool for psychologists to analyse and compare datasets with AI and LLMs.
Up for a challenge? Try [this LLM training competition](https://harmonydata.ac.uk/doxa/) for a chance to win up to £500!" }, - { - "name": "Superduper", - "link": "https://github.com/superduper-io/superduper", - "label": "good first issue", - "technologies": [ - "Python", - "MLOps" - ], - "description": "🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data" - }, { "name": "LinksHub", "link": "https://github.com/rupali-codes/LinksHub", From f4714557b9cdfc54985e9e6a480b610848cc7be2 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Wed, 30 Sep 2026 15:11:47 +0100 Subject: [PATCH 43/62] Remove Hexagon project from data.json for inactivity Removed Hexagon project entry from data.json. This repository is now archived --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index f80cf6d..e69afbd 100644 --- a/data.json +++ b/data.json @@ -981,15 +981,6 @@ ], "description": "Multiplatform assertion library for Kotlin" }, - { - "name": "Hexagon", - "link": "https://github.com/hexagontk/hexagon", - "label": "help-wanted", - "technologies": [ - "Kotlin" - ], - "description": "A microservices toolkit written in Kotlin" - }, { "name": "Scribe-Android", "link": "https://github.com/scribe-org/Scribe-Android", From acd0c598ed0eb32a9cebe31129fe0dba19d27ea9 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Wed, 30 Sep 2026 14:12:52 +0000 Subject: [PATCH 44/62] Update README.md --- README.md | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/README.md b/README.md index bba9ed8..eb67d7e 100644 --- a/README.md +++ b/README.md @@ -28,7 +28,7 @@ If you would like to be guided through how to contribute to a repository on GitH |H|[Haskell](#haskell)| |J|[Java](#java), [JavaScript](#javascript), [Javascript](#javascript), [JSON](#json), [Julia](#julia)| |K|[Kotlin](#kotlin)| -|M|[Markdown](#markdown), [MLOps](#mlops)| +|M|[Markdown](#markdown)| |P|[Perl](#perl), [PHP](#php), [Pug](#pug), [Python](#python)| |R|[Ruby](#ruby), [Rust](#rust)| |S|[Scala](#scala), [Smalltalk](#smalltalk), [Swift](#swift)| @@ -139,7 +139,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [altair](https://github.com/altair-graphql/altair) _(label: good first issue)_
A beautiful feature-rich GraphQL Client for all platforms. - [Ancient Beast](https://github.com/FreezingMoon/AncientBeast) _(label: easy)_
Turn based strategy game where you 3d print a squad of creatures with unique abilities in order to defeat your enemies. -- [AVA](https://github.com/avajs/ava) _(label: good-for-beginner)_
Futuristic test runner. - [Babel](https://github.com/babel/babel) _(label: good first issue)_
A compiler for writing next generation JavaScript. - [Berry - Active development trunk for Yarn](https://github.com/yarnpkg/berry) _(label: good first issue)_
Fast, reliable, and secure dependency management. - [Botpress](https://github.com/botpress/botpress) _(label: contributor-friendly)_
The only sane way to build great bots. @@ -227,10 +226,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [The Odin Project Curriculum](https://github.com/TheOdinProject/curriculum) _(label: See Description)_
An open-source curriculum for learning full-stack web development. There are a few "Type: Good First Issue" labelled issues, but any content addition/deletion issues seem reasonably beginner friendly. - [tldr-pages](https://github.com/tldr-pages/tldr) _(label: help-wanted)_
Collaborative cheatsheets for console commands. -## MLOps - -- [Superduper](https://github.com/superduper-io/superduper) _(label: good first issue)_
🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data - ## Perl - [Ravada](https://github.com/UPC/ravada) _(label: good first issue)_
Remote Virtual Desktops Manager. @@ -297,7 +292,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [SaltStack](https://github.com/saltstack/salt) _(label: good first issue)_
Software to automate the management and configuration of any infrastructure or application at scale. - [scikit-learn](https://github.com/scikit-learn/scikit-learn) _(label: good first issue)_
Scikit-learn is a machine learning library for Python. - [scrapy](https://github.com/scrapy/scrapy) _(label: good first issue)_
A fast high-level web crawling & scraping framework for Python. -- [Superduper](https://github.com/superduper-io/superduper) _(label: good first issue)_
🔮SuperDuperDB: Bring AI to your favourite database! Integrate, train and manage any AI models and APIs directly with your database and your data - [SymPy](https://github.com/sympy/sympy) _(label: Easy-to-Fix)_
A Python library for symbolic mathematics. - [wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) _(label: level:starter)_
The strictest and most opinionated python linter ever! - [Zulip](https://github.com/zulip/zulip) _(label: good first issue)_
Powerful open source group chat. From 26082b5298f353e69bcf5a4372a4062bb0ac0c51 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Wed, 30 Sep 2026 14:13:33 +0000 Subject: [PATCH 45/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index eb67d7e..1365371 100644 --- a/README.md +++ b/README.md @@ -217,7 +217,6 @@ If you would like to be guided through how to contribute to a repository on GitH ## Kotlin - [Atrium](https://github.com/robstoll/atrium) _(label: good first issue)_
Multiplatform assertion library for Kotlin -- [Hexagon](https://github.com/hexagontk/hexagon) _(label: help-wanted)_
A microservices toolkit written in Kotlin - [Non-Blocking SirixDB HTTP(S)-Server](https://github.com/sirixdb/sirix) _(label: good first issue)_
A non-blocking HTTP(S)-Server for SirixDB, a temporal, evolutionary NoSQL document store for XML and JSON. - [Scribe-Android](https://github.com/scribe-org/Scribe-Android) _(label: good first issue)_
Android keyboards for language learners with translation, verb conjugation and more! From 4c66ce9e3004eaaca9a8bb5178ce30c27bb3cb61 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Wed, 30 Sep 2026 15:43:18 +0100 Subject: [PATCH 46/62] Remove unnecessary line --- data.json | 1 - 1 file changed, 1 deletion(-) diff --git a/data.json b/data.json index f4df12e..41ffc44 100644 --- a/data.json +++ b/data.json @@ -19,7 +19,6 @@ "technologies": [ ".NET" "C#" - ], "description": "The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac." }, From 8a4ba2bcf5a3895d5887156dbe023cfeee9624f1 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Wed, 30 Sep 2026 16:48:54 +0100 Subject: [PATCH 47/62] Minor JSON fix --- data.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/data.json b/data.json index ecff502..29c9233 100644 --- a/data.json +++ b/data.json @@ -17,7 +17,7 @@ "link": "https://github.com/MvvmCross/MvvmCross", "label": "first-timers-only", "technologies": [ - ".NET" + ".NET", "C#" ], "description": "The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac." From 5c3d2d05f040f8c12843707d6c589b9d5604ae25 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Wed, 30 Sep 2026 15:50:43 +0000 Subject: [PATCH 48/62] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1365371..20a8349 100644 --- a/README.md +++ b/README.md @@ -55,6 +55,7 @@ If you would like to be guided through how to contribute to a repository on GitH ## C# - [Cake](https://github.com/cake-build/cake) _(label: Good-first-issue)_
Cake (C# Make) is a free and open source cross-platform build automation system with a C# DSL for tasks such as compiling code, copying files and folders, running unit tests, compressing files and building NuGet packages. +- [MvvmCross](https://github.com/MvvmCross/MvvmCross) _(label: first-timers-only)_
The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac. - [osu!](https://github.com/ppy/osu) _(label: good first issue)_
Music game. Rhythm is just a click away! - [Spectre.Console](https://github.com/spectreconsole/spectre.console) _(label: good first issue)_
A .NET library that makes it easier to create beautiful console applications. - [Uno Platform](https://github.com/unoplatform/uno) _(label: good first issue)_
OSS project for creating pixel-perfect, single-source C# and XAML apps which run natively on iOS, Android, macOS, Linux and Web via WebAssembly. From af382f4674668f3d2906bacc80483d4bd4a74951 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Wed, 30 Sep 2026 16:55:42 +0100 Subject: [PATCH 49/62] Update checkout action version to v7 in build.yml --- .github/workflows/build.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 44e039e..922f073 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -12,7 +12,7 @@ jobs: build: runs-on: ubuntu-latest steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v7 - name: install jinja2 run: sudo pip install jinja2 - name: Build From a3666859e6c9bea11a76b328c18e37d7bdcde63e Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Wed, 30 Sep 2026 17:06:28 +0100 Subject: [PATCH 50/62] Remove dotenv-linter project entry from data.json for inactivity Removed dotenv-linter entry from data.json. --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index 29c9233..c254c5a 100644 --- a/data.json +++ b/data.json @@ -1594,15 +1594,6 @@ ], "description": "A fast, safe and correct low-level HTTP library for Rust." }, - { - "name": "dotenv-linter", - "link": "https://github.com/dotenv-linter/dotenv-linter", - "label": "good first issue", - "technologies": [ - "Rust" - ], - "description": "Lightning-fast linter for .env files. Written in Rust" - }, { "name": "Veloren", "link": "https://gitlab.com/veloren/veloren", From 1501d4b0befee8c5b8c9d022dd31d9885136a801 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Wed, 30 Sep 2026 16:08:03 +0000 Subject: [PATCH 51/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 20a8349..4df2fa2 100644 --- a/README.md +++ b/README.md @@ -313,7 +313,6 @@ If you would like to be guided through how to contribute to a repository on GitH ## Rust -- [dotenv-linter](https://github.com/dotenv-linter/dotenv-linter) _(label: good first issue)_
Lightning-fast linter for .env files. Written in Rust - [Hyper](https://github.com/hyperium/hyper) _(label: E-easy)_
A fast, safe and correct low-level HTTP library for Rust. - [nushell](https://github.com/nushell/nushell) _(label: good first issue)_
A modern shell for the GitHub era written in Rust. - [Ockam](https://github.com/build-trust/ockam) _(label: good first issue)_
End-to-end encryption and mutual authentication for distributed applications. From 20f57d6b1cc6dcf5a07f4ac671f2c2015884bd87 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Wed, 30 Sep 2026 19:56:38 +0000 Subject: [PATCH 52/62] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4df2fa2..e204546 100644 --- a/README.md +++ b/README.md @@ -276,7 +276,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Kinto](https://github.com/Kinto/kinto) _(label: easy-pick)_
A lightweight JSON storage service with synchronisation and sharing abilities. - [matplotlib](https://github.com/matplotlib/matplotlib) _(label: good first issue)_
Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python. - [Mem0](https://github.com/mem0ai/mem0/) _(label: good first issue)_
Mem0 is a memory framework for LLM applications. -- [MindsDB](https://github.com/mindsdb/minds) _(label: good first issue)_
MindsDB is an open source AI layer for existing databases. +- [mindshub](https://github.com/mindsdb/mindshub) _(label: good first issue)_
MindsDB is an open source AI layer for existing databases. - [mitmproxy](https://github.com/mitmproxy/mitmproxy) _(label: help-wanted)_
An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers - [mygpo](https://github.com/gpodder/mygpo) _(label: starter-issue)_
The webservice for gpodder.net, a libre web service that allows users to manage their podcast subscriptions and discover new content. - [mypy](https://github.com/python/mypy) _(label: good first issue)_
Optional static typing for Python. From a3e64b14231b024d52b7d3c1ce00d45bc54422f9 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Thu, 1 Oct 2026 13:57:21 +0100 Subject: [PATCH 53/62] Change invalidation workflow to active only when README.md edited Beforehand it would active when any filepath not explicitly stated was edited, meaning if someone added a file it would incorrectly be given the "README.md file should not be manually edited" error. --- .github/workflows/invalid.yml | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/.github/workflows/invalid.yml b/.github/workflows/invalid.yml index 0ff082b..2f7ac5b 100644 --- a/.github/workflows/invalid.yml +++ b/.github/workflows/invalid.yml @@ -4,10 +4,8 @@ on: pull_request_target: branches: - main - paths-ignore: - - '.github/**' - - 'data.json' - - 'CONTRIBUTING.md' + paths: + - 'README.md' jobs: check: From db14cf602f801a77e673ec366fc464d35d48699c Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Thu, 1 Oct 2026 13:01:08 +0000 Subject: [PATCH 54/62] Update README.md --- README.md | 14 ++++---------- 1 file changed, 4 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index e204546..837ef25 100644 --- a/README.md +++ b/README.md @@ -26,13 +26,13 @@ If you would like to be guided through how to contribute to a repository on GitH |E|[Elixir](#elixir), [Elm](#elm)| |G|[Go](#go)| |H|[Haskell](#haskell)| -|J|[Java](#java), [JavaScript](#javascript), [Javascript](#javascript), [JSON](#json), [Julia](#julia)| +|J|[Java](#java), [JavaScript](#javascript), [JSON](#json), [Julia](#julia)| |K|[Kotlin](#kotlin)| |M|[Markdown](#markdown)| |P|[Perl](#perl), [PHP](#php), [Pug](#pug), [Python](#python)| |R|[Ruby](#ruby), [Rust](#rust)| |S|[Scala](#scala), [Smalltalk](#smalltalk), [Swift](#swift)| -|T|[TypeScript](#typescript), [Typescript](#typescript)| +|T|[TypeScript](#typescript)| ## .NET @@ -140,6 +140,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [altair](https://github.com/altair-graphql/altair) _(label: good first issue)_
A beautiful feature-rich GraphQL Client for all platforms. - [Ancient Beast](https://github.com/FreezingMoon/AncientBeast) _(label: easy)_
Turn based strategy game where you 3d print a squad of creatures with unique abilities in order to defeat your enemies. +- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_
Drag & Drop internal tool builder - [Babel](https://github.com/babel/babel) _(label: good first issue)_
A compiler for writing next generation JavaScript. - [Berry - Active development trunk for Yarn](https://github.com/yarnpkg/berry) _(label: good first issue)_
Fast, reliable, and secure dependency management. - [Botpress](https://github.com/botpress/botpress) _(label: contributor-friendly)_
The only sane way to build great bots. @@ -203,10 +204,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [WarpDrive](https://github.com/warp-drive-data/warp-drive) _(label: Good-for-New-Contributors)_
A data persistence library for Ember.js. - [webdriver.io](https://github.com/webdriverio/webdriverio) _(label: first-timers-only)_
Next-gen browser and mobile automation test framework for Node.js -## Javascript - -- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_
Drag & Drop internal tool builder - ## JSON - [Rawsec Cybersecurity Inventory](https://gitlab.com/rawsec/rawsec-cybersecurity-list) _(label: difficulty::easy)_
An inventory of tools and resources that aims to help people to find everything related to CyberSecurity. @@ -343,6 +340,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [activist](https://github.com/activist-org/activist) _(label: good first issue)_
activist.org is a network for political action that allows people to coordinate and collaborate on the issues that matter most to them. - [Amplication](https://github.com/amplication/amplication) _(label: good first issue)_
Amplication is an open-source development tool. It helps you develop quality Node.js applications without spending time on repetitive coding tasks. +- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_
Drag & Drop internal tool builder - [Berry - Active development trunk for Yarn](https://github.com/yarnpkg/berry) _(label: good first issue)_
Fast, reliable, and secure dependency management. - [Booster](https://github.com/boostercloud/booster) _(label: good first issue)_
A truly serverless framework, write your code and deploy it in seconds without any server configuration files. - [Devopness](https://github.com/devopness/devopness) _(label: good first issue)_
Deploy any software to any cloud: automated DevOps workflows to save software teams time and money. @@ -369,10 +367,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [Vite](https://github.com/vitejs/vite) _(label: good first issue)_
Next generation frontend tooling. It's fast! Alternative to Create React App - [Vitest](https://github.com/vitest-dev/vitest) _(label: good first issue)_
A blazing fast unit test framework powered by Vite. -## Typescript - -- [appsmith](https://github.com/appsmithorg/appsmith) _(label: good first issue)_
Drag & Drop internal tool builder - ## Contribute From 4b8a9c4a0b35c5d94a5b5062af6944377b18e879 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Thu, 1 Oct 2026 14:14:28 +0100 Subject: [PATCH 55/62] Remove Twitter Util from data.json for inactivity Removed Twitter Util entry from data.json. Last commit 10 months ago. --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index 751c990..cc2ec8d 100644 --- a/data.json +++ b/data.json @@ -1611,15 +1611,6 @@ ], "description": "Application to comfortably monitor network traffic." }, - { - "name": "Twitter Util", - "link": "https://github.com/twitter/util", - "label": "good first issue", - "technologies": [ - "Scala" - ], - "description": "Wonderful reusable code from Twitter" - }, { "name": "playframework", "link": "https://github.com/playframework/playframework", From 2918307a1202cbd622936f63991d2f79b1322a19 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Thu, 1 Oct 2026 13:16:44 +0000 Subject: [PATCH 56/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 837ef25..2944da4 100644 --- a/README.md +++ b/README.md @@ -326,7 +326,6 @@ If you would like to be guided through how to contribute to a repository on GitH ## Scala - [playframework](https://github.com/playframework/playframework) _(label: good first issue)_
The High Velocity Web Framework -- [Twitter Util](https://github.com/twitter/util) _(label: good first issue)_
Wonderful reusable code from Twitter ## Smalltalk From 92d4cf9f9f1f932c2acb8072795c43bc949cd296 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Thu, 1 Oct 2026 13:19:37 +0000 Subject: [PATCH 57/62] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 2944da4..8fcb6d4 100644 --- a/README.md +++ b/README.md @@ -313,6 +313,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Hyper](https://github.com/hyperium/hyper) _(label: E-easy)_
A fast, safe and correct low-level HTTP library for Rust. - [nushell](https://github.com/nushell/nushell) _(label: good first issue)_
A modern shell for the GitHub era written in Rust. - [Ockam](https://github.com/build-trust/ockam) _(label: good first issue)_
End-to-end encryption and mutual authentication for distributed applications. +- [OffPDF](https://github.com/McanKul/offpdf) _(label: good first issue)_
An open-source, offline-first desktop toolkit for editing, organizing, converting, compressing, securing, and OCRing PDF files locally. - [Pyrefly](https://github.com/facebook/pyrefly) _(label: good first issue)_
A fast Python typechecker and IDE written in Rust. - [Readest](https://github.com/readest/readest) _(label: good first issue)_
A modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface. - [Rust-Clippy](https://github.com/rust-lang/rust-clippy) _(label: good first issue)_
A bunch of lints to catch common mistakes and improve Rust code @@ -352,6 +353,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [LitmusChaos](https://github.com/litmuschaos/litmus) _(label: good first issue)_
Litmus is a toolset to do cloud-native chaos engineering. - [Manifest](https://github.com/mnfst/manifest) _(label: good first issue)_
Manifest is an open-source Backend-as-a-Service allowing developers to create a backend easily and quickly. - [Metabase](https://github.com/metabase/metabase) _(label: good first issue)_
Open source business intelligence and analytics platform +- [OffPDF](https://github.com/McanKul/offpdf) _(label: good first issue)_
An open-source, offline-first desktop toolkit for editing, organizing, converting, compressing, securing, and OCRing PDF files locally. - [OpenMetadata](https://github.com/open-metadata/OpenMetadata) _(label: good first issue)_
OpenMetadata is an all-in-one platform for data discovery, data quality, observability, governance, data lineage, and team collaboration. - [Oppia](https://github.com/oppia/oppia) _(label: good first issue)_
Oppia is an open-source project whose aim is to empower learners across the globe by providing access to high-quality, engaging education. We envision a society in which access to high-quality education is a human right rather than a privilege. - [Readest](https://github.com/readest/readest) _(label: good first issue)_
A modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface. From 3ec6131f76cb9bb1da2eda20f1e492e3d48339c5 Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Thu, 1 Oct 2026 14:22:58 +0100 Subject: [PATCH 58/62] Remove mapknitter entry from data.json for inactivity Removed mapknitter project entry from data.json. Last commit 1 year ago --- data.json | 9 --------- 1 file changed, 9 deletions(-) diff --git a/data.json b/data.json index 15777c9..97168c9 100644 --- a/data.json +++ b/data.json @@ -1504,15 +1504,6 @@ ], "description": "Opensource customer support platform which can be an alternative to Intercom, Zendesk, Drift, Crisp etc." }, - { - "name": "mapknitter", - "link": "https://github.com/publiclab/mapknitter", - "label": "first-timers-only", - "technologies": [ - "Ruby" - ], - "description": "Upload your own aerial images, position (rubbersheet) them in a web interface over existing map data, and share via web or composite and export for print." - }, { "name": "multiwoven", "link": "https://github.com/Multiwoven/multiwoven", From eea4a3e2a8e30917be94bea4d4bffed7a12f4066 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Thu, 1 Oct 2026 13:23:56 +0000 Subject: [PATCH 59/62] Update README.md --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 8fcb6d4..714fe2d 100644 --- a/README.md +++ b/README.md @@ -300,7 +300,6 @@ If you would like to be guided through how to contribute to a repository on GitH - [chef](https://github.com/chef/chef) _(label: Type:-Jump-In)_
A systems integration framework, built to bring the benefits of configuration management to your entire infrastructure - [Hanami](https://github.com/hanami/hanami) _(label: easy)_
A modern framework for Ruby. - [JRuby](https://github.com/jruby/jruby) _(label: beginner)_
An implementation of Ruby on the Java Virtual Machine. -- [mapknitter](https://github.com/publiclab/mapknitter) _(label: first-timers-only)_
Upload your own aerial images, position (rubbersheet) them in a web interface over existing map data, and share via web or composite and export for print. - [multiwoven](https://github.com/Multiwoven/multiwoven) _(label: good first issue)_
The open-source reverse ETL, data activation platform for modern data teams. - [ohai](https://github.com/chef/ohai) _(label: Type:-Jump-In)_
Ohai profiles your system and emits JSON - [open-build-service](https://github.com/openSUSE/open-build-service) _(label: good first issue-:1st_place_medal:)_
A generic system to build and distribute packages from sources in an automatic, consistent and reproducible way. From 4032c3bd29142b81c07174530921b865de749967 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Thu, 1 Oct 2026 13:56:26 +0000 Subject: [PATCH 60/62] Update README.md --- README.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 714fe2d..92f663f 100644 --- a/README.md +++ b/README.md @@ -23,7 +23,7 @@ If you would like to be guided through how to contribute to a repository on GitH |A|[Angular](#angular), [Ansible](#ansible)| |C|[C](#c), [C#](#c-1), [C++](#c-2), [Clojure](#clojure), [CSS](#css)| |D|[Dart](#dart)| -|E|[Elixir](#elixir), [Elm](#elm)| +|E|[Electron](#electron), [Elixir](#elixir), [Elm](#elm)| |G|[Go](#go)| |H|[Haskell](#haskell)| |J|[Java](#java), [JavaScript](#javascript), [JSON](#json), [Julia](#julia)| @@ -87,6 +87,10 @@ If you would like to be guided through how to contribute to a repository on GitH - [flutter](https://github.com/flutter/flutter) _(label: good first issue)_
Flutter is Google's UI toolkit for building beautiful, natively compiled applications for mobile, web, desktop, and embedded devices from a single codebase. - [OpenFoodFacts](https://github.com/openfoodfacts/smooth-app) _(label: good first issue)_
Collaborative, free and open database of food products from around the world. Scan barcode to get info or add a product +## Electron + +- [Posnic](https://github.com/Posnic/POS) _(label: good first issue)_
Offline-first open source POS and billing software for retail shops and restaurants, with online/offline workflows. + ## Elixir - [Ecto](https://github.com/elixir-ecto/ecto) _(label: Level:Starter)_
Ecto is a database wrapper and language integrated query for Elixir @@ -180,6 +184,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [nuclear](https://github.com/nukeop/nuclear) _(label: good first issue)_
Multiplatform music player that streams from free sources. - [p5.js](https://github.com/processing/p5.js) _(label: good first issue)_
p5.js is a client-side JS platform that empowers artists, designers, students, and anyone to learn to code and express themselves creatively on the web. - [pixi.js](https://github.com/pixijs/pixijs) _(label: 🤩 Good First PR)_
A 2D JavaScript Renderer +- [Posnic](https://github.com/Posnic/POS) _(label: good first issue)_
Offline-first open source POS and billing software for retail shops and restaurants, with online/offline workflows. - [PouchDB](https://github.com/apache/pouchdb) _(label: help-wanted)_
PouchDB is a pocket-sized database. - [ramda-adjunct](https://github.com/char0n/ramda-adjunct) _(label: help-wanted)_
Ramda Adjunct is the most popular and most comprehensive set of functional utilities for use with Ramda, providing a variety of useful, well tested functions with excellent documentation. - [Rawsec Cybersecurity Inventory](https://gitlab.com/rawsec/rawsec-cybersecurity-list) _(label: difficulty::easy)_
An inventory of tools and resources that aims to help people to find everything related to CyberSecurity. From 65b425d78cf68c76375dd2379aac0c7fdaf7344d Mon Sep 17 00:00:00 2001 From: Sammy Hori Date: Thu, 1 Oct 2026 15:45:32 +0100 Subject: [PATCH 61/62] Fix zoom-rs inclusion merge issue in data.json --- data.json | 2 -- 1 file changed, 2 deletions(-) diff --git a/data.json b/data.json index 3605e3c..b1bd48d 100644 --- a/data.json +++ b/data.json @@ -1959,8 +1959,6 @@ "description": "A crowdsourced, zero-paywall directory of developer tools, free APIs, and 1-click boilerplates with continuous uptime monitoring." }, { - "name": "zoom-rs", - "link": "https://github.com/security-union/zoom-rs", "name": "videocall-rs", "link": "https://github.com/security-union/videocall-rs", "label": "good first issue", From b3373e47fc8a928554498c95ca9f0fe522a55af4 Mon Sep 17 00:00:00 2001 From: Shmavon Gazanchyan Date: Thu, 1 Oct 2026 14:46:08 +0000 Subject: [PATCH 62/62] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 92f663f..00191be 100644 --- a/README.md +++ b/README.md @@ -153,6 +153,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Create React App](https://github.com/react/create-react-app) _(label: good first issue)_
Create React apps with no build configuration. - [cypress](https://github.com/cypress-io/cypress) _(label: good first issue)_
Fast, easy and reliable testing for anything that runs in a browser. - [Decap CMS](https://github.com/decaporg/decap-cms) _(label: good first issue)_
Open source content management for your git workflow. +- [DevShelf](https://github.com/RitualDev-Lab/DevShelf) _(label: good first issue)_
A crowdsourced, zero-paywall directory of developer tools, free APIs, and 1-click boilerplates with continuous uptime monitoring. - [electron](https://github.com/electron/electron) _(label: good first issue)_
Build cross platform desktop apps with JavaScript, HTML, and CSS - [Ember.js](https://github.com/emberjs/ember.js) _(label: Good-for-New-Contributors)_
A JavaScript framework for creating ambitious web applications. - [ESLint](https://github.com/eslint/eslint) _(label: good first issue)_
A fully pluggable tool for identifying and reporting on patterns in JavaScript. @@ -348,6 +349,7 @@ If you would like to be guided through how to contribute to a repository on GitH - [Berry - Active development trunk for Yarn](https://github.com/yarnpkg/berry) _(label: good first issue)_
Fast, reliable, and secure dependency management. - [Booster](https://github.com/boostercloud/booster) _(label: good first issue)_
A truly serverless framework, write your code and deploy it in seconds without any server configuration files. - [Devopness](https://github.com/devopness/devopness) _(label: good first issue)_
Deploy any software to any cloud: automated DevOps workflows to save software teams time and money. +- [DevShelf](https://github.com/RitualDev-Lab/DevShelf) _(label: good first issue)_
A crowdsourced, zero-paywall directory of developer tools, free APIs, and 1-click boilerplates with continuous uptime monitoring. - [DocsGPT](https://github.com/arc53/DocsGPT) _(label: good first issue)_
Open-source RAG assistant that helps users get reliable answers from knowledge sources while avoiding hallucinations. - [H2O Wave](https://github.com/h2oai/wave) _(label: good first issue)_
Realtime Web Apps and Dashboards framework for Python and R. Suited (not only) for AI audience. - [Hasura GraphQL Engine](https://github.com/hasura/graphql-engine) _(label: good first issue)_
Blazing fast, instant realtime GraphQL APIs on Postgres with fine grained access control, also trigger webhooks on database events.