@DivyanshT91162: 100 GitHub repositories every developer should bookmark. Instead of dropping all 100 in one post, I'm splitting this in…

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Summary

A Twitter thread listing 20 essential GitHub repositories for developers, covering AI tools, workflow automation, and LLM frameworks, part 1 of a 5-part series.

100 GitHub repositories every developer should bookmark. Instead of dropping all 100 in one post, I'm splitting this into a 5-part series so it's easier to save and explore. Day 1/5 1. Ollama — run LLMs locally → http://github.com/ollama/ollama 2. LangChain — build AI agents and LLM apps → http://github.com/langchain-ai/langchain… 3. Dify — open-source AI app builder → http://github.com/langgenius/dify 4. Langflow — visual AI workflow builder → http://github.com/langflow-ai/langflow… 5. n8n — open-source workflow automation → http://github.com/n8n-io/n8n 6. Open WebUI — ChatGPT-like interface for local AI → http://github.com/open-webui/open-webui… 7. Aider — AI pair programmer in your terminal → http://github.com/Aider-AI/aider 8. Browser Use — AI-powered browser automation → http://github.com/browser-use/browser-use… 9. Firecrawl — convert websites into LLM-ready data → http://github.com/mendableai/firecrawl… 10. Mem0 — memory layer for AI agents → http://github.com/mem0ai/mem0 11. CrewAI — build multi-agent AI systems → http://github.com/crewAIInc/crewAI… 12. AutoGen (Microsoft) — AI agent framework → http://github.com/microsoft/autogen… 13. MetaGPT — AI software company in a repository → http://github.com/geekan/MetaGPT 14. Continue — AI coding assistant for VS Code → http://github.com/continuedev/continue… 15. Open Interpreter — let AI execute code locally → http://github.com/OpenInterpreter/open-interpreter… 16. ComfyUI — node-based AI image generation → http://github.com/comfyanonymous/ComfyUI… 17. vLLM — high-performance LLM inference engine → http://github.com/vllm-project/vllm… 18. llama.cpp — run LLMs on almost any device → http://github.com/ggml-org/llama.cpp… 19. Transformers — Hugging Face's ML library → http://github.com/huggingface/transformers… 20. LlamaIndex — connect LLMs with your data → http://github.com/run-llama/llama_index… Save this post. Part 2 drops tomorrow. Follow @DivyanshT91162 so you don't miss it.
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Cached at: 07/03/26, 04:41 PM

100 GitHub repositories every developer should bookmark.

Instead of dropping all 100 in one post, I’m splitting this into a 5-part series so it’s easier to save and explore.

Day 1/5

  1. Ollama — run LLMs locally → http://github.com/ollama/ollama

  2. LangChain — build AI agents and LLM apps → http://github.com/langchain-ai/langchain…

  3. Dify — open-source AI app builder → http://github.com/langgenius/dify

  4. Langflow — visual AI workflow builder → http://github.com/langflow-ai/langflow…

  5. n8n — open-source workflow automation → http://github.com/n8n-io/n8n

  6. Open WebUI — ChatGPT-like interface for local AI → http://github.com/open-webui/open-webui…

  7. Aider — AI pair programmer in your terminal → http://github.com/Aider-AI/aider

  8. Browser Use — AI-powered browser automation → http://github.com/browser-use/browser-use…

  9. Firecrawl — convert websites into LLM-ready data → http://github.com/mendableai/firecrawl…

  10. Mem0 — memory layer for AI agents → http://github.com/mem0ai/mem0

  11. CrewAI — build multi-agent AI systems → http://github.com/crewAIInc/crewAI…

  12. AutoGen (Microsoft) — AI agent framework → http://github.com/microsoft/autogen…

  13. MetaGPT — AI software company in a repository → http://github.com/geekan/MetaGPT

  14. Continue — AI coding assistant for VS Code → http://github.com/continuedev/continue…

  15. Open Interpreter — let AI execute code locally → http://github.com/OpenInterpreter/open-interpreter…

  16. ComfyUI — node-based AI image generation → http://github.com/comfyanonymous/ComfyUI…

  17. vLLM — high-performance LLM inference engine → http://github.com/vllm-project/vllm…

  18. llama.cpp — run LLMs on almost any device → http://github.com/ggml-org/llama.cpp…

  19. Transformers — Hugging Face’s ML library → http://github.com/huggingface/transformers…

  20. LlamaIndex — connect LLMs with your data → http://github.com/run-llama/llama_index…

Save this post.

Part 2 drops tomorrow. Follow @DivyanshT91162 so you don’t miss it.

ollama/ollama

Source: https://github.com/ollama/ollama

ollama

Ollama

Start building with open models.

Download

macOS

curl -fsSL https://ollama.com/install.sh | sh

or download manually

Windows

irm https://ollama.com/install.ps1 | iex

or download manually

Linux

curl -fsSL https://ollama.com/install.sh | sh

Manual install instructions

Docker

The official Ollama Docker image ollama/ollama is available on Docker Hub.

Libraries

Community

Get started

ollama

You’ll be prompted to run a model or connect Ollama to your existing agents or applications such as Claude Code, OpenClaw, OpenCode , Codex, Copilot, and more.

Coding

To launch a specific integration:

ollama launch claude

Supported integrations include Claude Code, Codex, Copilot CLI, Droid, and OpenCode.

AI assistant

Use OpenClaw to turn Ollama into a personal AI assistant across WhatsApp, Telegram, Slack, Discord, and more:

ollama launch openclaw

Chat with a model

Run and chat with Gemma 4:

ollama run gemma4

See ollama.com/library for the full list.

See the quickstart guide for more details.

REST API

Ollama has a REST API for running and managing models.

curl http://localhost:11434/api/chat -d '{
  "model": "gemma4",
  "messages": [{
    "role": "user",
    "content": "Why is the sky blue?"
  }],
  "stream": false
}'

See the API documentation for all endpoints.

Python

pip install ollama

from ollama import chat

response = chat(model='gemma4', messages=[
  {
    'role': 'user',
    'content': 'Why is the sky blue?',
  },
])
print(response.message.content)

JavaScript

npm i ollama

import ollama from "ollama";

const response = await ollama.chat({
  model: "gemma4",
  messages: [{ role: "user", content: "Why is the sky blue?" }],
});
console.log(response.message.content);

Supported backends

  • llama.cpp project founded by Georgi Gerganov.

Documentation

Community Integrations

Want to add your project? Open a pull request.

Chat Interfaces

Web

Desktop

  • Dify.AI - LLM app development platform
  • AnythingLLM - All-in-one AI app for Mac, Windows, and Linux
  • Maid - Cross-platform mobile and desktop client
  • Witsy - AI desktop app for Mac, Windows, and Linux
  • Cherry Studio - Multi-provider desktop client
  • Ollama App - Multi-platform client for desktop and mobile
  • PyGPT - AI desktop assistant for Linux, Windows, and Mac
  • Alpaca - GTK4 client for Linux and macOS
  • SwiftChat - Cross-platform including iOS, Android, and Apple Vision Pro
  • Enchanted - Native macOS and iOS client
  • RWKV-Runner - Multi-model desktop runner
  • Ollama Grid Search - Evaluate and compare models
  • macai - macOS client for Ollama and ChatGPT
  • AI Studio - Multi-provider desktop IDE
  • Reins - Parameter tuning and reasoning model support
  • ConfiChat - Privacy-focused with optional encryption
  • LLocal.in - Electron desktop client
  • MindMac - AI chat client for Mac
  • Msty - Multi-model desktop client
  • BoltAI for Mac - AI chat client for Mac
  • IntelliBar - AI-powered assistant for macOS
  • Kerlig AI - AI writing assistant for macOS
  • Hillnote - Markdown-first AI workspace
  • Perfect Memory AI - Productivity AI personalized by screen and meeting history

Mobile

SwiftChat, Enchanted, Maid, Ollama App, Reins, and ConfiChat listed above also support mobile platforms.

Code Editors & Development

Libraries & SDKs

Frameworks & Agents

RAG & Knowledge Bases

  • RAGFlow - RAG engine based on deep document understanding
  • R2R - Open-source RAG engine
  • MaxKB - Ready-to-use RAG chatbot
  • Minima - On-premises or fully local RAG
  • Chipper - AI interface with Haystack RAG
  • ARGO - RAG and deep research on Mac/Windows/Linux
  • Archyve - RAG-enabling document library
  • Casibase - AI knowledge base with RAG and SSO
  • BrainSoup - Native client with RAG and multi-agent automation

Bots & Messaging

Terminal & CLI

Productivity & Apps

Observability & Monitoring

  • Opik - Debug, evaluate, and monitor LLM applications
  • OpenLIT - OpenTelemetry-native monitoring for Ollama and GPUs
  • Lunary - LLM observability with analytics and PII masking
  • Langfuse - Open source LLM observability
  • HoneyHive - AI observability and evaluation for agents
  • MLflow Tracing - Open source LLM observability

Database & Embeddings

Infrastructure & Deployment

Cloud

Package Managers

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