// 1,359 open-source projects indexed

$ Discover the best projects built with Ollama

A hand-curated, daily-updated gallery of open-source projects. Browse the ecosystem, ranked by GitHub stars.

>

sort --stars ▾

#all#aiml1262#devtools82#docs4#dashboards3#apis2

// 1359 results

Cortex is a fast, private desktop AI assistant for running local Large Language Models with Ollama. Everything stays on your device: no cloud, no external servers, and no third parties. Maintained by dovvnloading on GitHub, where it has earned 38 stars from the community.

@dovvnloading8w ago

Your self-hosted AI assistant. Interactive Linux Shell, Files and Folders analysis. Powered by Ollama. Maintained by Abyss-c0re on GitHub, where it has earned 38 stars from the community.

@Abyss-c0re9mo ago

AI-powered fashion recommendation system leveraging LLMs, embeddings, and retrieval techniques to deliver personalized shopping experiences. Maintained by amine-akrout on GitHub, where it has earned 38 stars from the community.

@amine-akrout1y ago

Connect to MCP servers right from your shell. Plugin for simonw/llm. Maintained by VirtusLab on GitHub, where it has earned 38 stars from the community.

@VirtusLab11mo ago

This project contains source code to demonstrate the usage of Retrival Augmented Generation (RAG) feature using Spring AI using PG Vector as the Database and Ollama as the Local LLM. Maintained by SaiUpadhyayula on GitHub, where it has earned 38 stars from the community.

@SaiUpadhyayula1y ago

AI-augmented, conversational information retrieval and data exploration. Maintained by exactlab on GitHub, where it has earned 38 stars from the community.

@exactlab2y ago

Personal AI agent in pure Python — OpenClaw reimagined. Memory, RAG, skills marketplace, cron, voice. Telegram/Discord/WhatsApp/Web. Works with DeepSeek, Claude, Gemini, Kimi, GLM, Ollama. Maintained by ericwang915 on GitHub, where it has earned 38 stars from the community.

@ericwang9158w ago

Piazza-Updater automates updates to a Weaviate database with real-time vectorial data. By continuously searching the internet and integrating with Verba repositories, it enhances retrieval-augmented generation (RAG) capabilities, keeping your applications informed and responsive. Maintained by Piazza-tech on GitHub, where it has earned 38 stars from the community.

@Piazza-tech1y ago

Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI. Maintained by davidkingzyb on GitHub, where it has earned 38 stars from the community.

@davidkingzyb5mo ago

Sky LiveKit Agent Perplexica is a local, free solution integrating LiveKit with advanced internet search. It uses a local Perplexica instance with function calling to retrieve and summarise search results in natural language. Powered by Faster Whisper, Ollama (Qwen 2.5) and Kokoro-82M TTS. Maintained by dwain-barnes on GitHub, where it has earned 38 stars from the community.

@dwain-barnes1y ago

Build AI, agents and workflows with RAG, MCP, harnesses, & multi-agent orchestration in a 3-week cohort. Maintained by sinanuozdemir on GitHub, where it has earned 38 stars from the community.

@sinanuozdemir2mo ago

BeautifyOllama is an open-source web interface that enhances your local Ollama AI model interactions with a beautiful, modern design. Built with cutting-edge web technologies, it provides a seamless chat experience with stunning visual effects and enterprise-grade functionality. Maintained by ZahinTapadar on GitHub, where it has earned 37 stars from the community.

@ZahinTapadar1y ago

Demonstrate how to use DeepSeek-R1 models GitHub Models, Azure or Ollama. Maintained by Azure-Samples on GitHub, where it has earned 37 stars from the community.

@Azure-Samples1y ago

A TypeScript library for building orchestrated framework-agnostic multi-agent AI systems. Maintained by tripolskypetr on GitHub, where it has earned 37 stars from the community.

@tripolskypetr3mo ago

Free multi-LLM gateway (Gemini, OpenAI, Claude, Ollama) with priority fallback & SHA256 caching | PRIORITY: Seeking contributors!. Maintained by mulkymalikuldhrs on GitHub, where it has earned 37 stars from the community.

@mulkymalikuldhrs4mo ago

Elixir framework for composing autonomous AI agent workflows. Maintained by aaronrussell on GitHub, where it has earned 37 stars from the community.

@aaronrussell2y ago

Open-source desktop AI agent that sees what you see — one hotkey over any window, it answers, acts, or guides you step-by-step. Maintained by abdallahmagdy15 on GitHub, where it has earned 37 stars from the community.

@abdallahmagdy152mo ago

Local-first AI agent for personal finance. Maintained by machulav on GitHub, where it has earned 37 stars from the community.

@machulav8w ago

Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion. Supports 30+ languages. Features CLI, MCP server, WEB dashboard and interactive REPL. Maintained by VioletCranberry on GitHub, where it has earned 37 stars from the community.

@VioletCranberry2mo ago

RoleMule — One mule for every role. Self-hosted AI job companion. Paste a posting (or Chrome extension): five agents analyze the role, score fit, research the company, write a cover letter, and produce resume tips in ~30s. Dashboard, interview prep, mock sessions, hiring outreach, six career tools, CLI. BYOK Gemini/OpenAI/Anthropic/Ollama. Maintained by eliornl on GitHub, where it has earned 37 stars from the community.

Hit your limit? Need privacy? Just swap the model, everything else stays. Maintained by luongnv89 on GitHub, where it has earned 37 stars from the community.

@luongnv892mo ago

Local-first CLI that reads your Spec-Driven Development artifacts and recommends the best value-for-money AI model to implement them. Powered by Ollama — your specs never leave your machine. Maintained by JoaquinRuiz on GitHub, where it has earned 37 stars from the community.

@JoaquinRuiz8w ago

Plugin for QGIS interaction using LLM. Enables geospatial analysis and data processing through natural language commands. Maintained by iamtekson on GitHub, where it has earned 37 stars from the community.

@iamtekson3mo ago

Boost productivity and power your workflow with Nano Bots for Sublime Text: small, AI-powered bots that can be easily shared as a single file, designed to support multiple providers such as Cohere Command, Google Gemini, Maritaca AI MariTalk, Mistral AI, Ollama, OpenAI ChatGPT, and others, with support for calling tools (functions). Maintained by icebaker on GitHub, where it has earned 36 stars from the community.

@icebaker2y ago

A sleek and user-friendly interface for interacting with Ollama models, built with Python and Gradio. Maintained by smaranjitghose on GitHub, where it has earned 36 stars from the community.

@smaranjitghose1y ago

Tool to automatically generate text descriptions for images using Ollama vision models (LLaVA, Qwen3-VL, Llama Vision). Maintained by hydropix on GitHub, where it has earned 36 stars from the community.

@hydropix10mo ago

CopilotProxy — Ollama AI. Maintained by shunnet on GitHub, where it has earned 36 stars from the community.

@shunnet2mo ago

Qt C++ library for working with AI/LLM Providers and MCP. Maintained by Palm1r on GitHub, where it has earned 36 stars from the community.

A tarot reading experience in the terminal. Maintained by Tsukeruu on GitHub, where it has earned 36 stars from the community.

@Tsukeruu5mo ago

Building a Chain of Thought RAG Model with DSPy, Qdrant and Ollama. Maintained by sachink1729 on GitHub, where it has earned 36 stars from the community.

@sachink17292y ago

A lightweight, high-performance AI/RAG workspace and autonomous agent framework implemented in Go. Inspired by the Leann RAG backend architecture. Maintained by tevfik on GitHub, where it has earned 36 stars from the community.

A live translation plugin for Potplayer, native ollama and custom api supported. Maintained by Nuo27 on GitHub, where it has earned 36 stars from the community.

Batch processor to enable large content be digested by Ollama, focused around book processing and translations by default, fully, configurable through json. Maintained by hclivess on GitHub, where it has earned 36 stars from the community.

@hclivess11mo ago

This project demonstrates how to utilize Codellama, a local open-source Large Language Model (LLM), and customize its behavior according to your specific requirements using a Modelfile. Maintained by di37 on GitHub, where it has earned 36 stars from the community.

Lightweight AI agent runtime for homelabs, built around deterministic skills and local LLMs. Maintained by evgenii-engineer on GitHub, where it has earned 36 stars from the community.

@evgenii-engineer3mo ago

Self-hosted PCAP analysis platform with LLM-powered incident triage, signature-based threat detection, and AI-generated incident narratives. Features network change monitoring across captures, deep packet inspection via nDPI, and automated Wireshark filter generation. Runs fully offline with local LLMs (Ollama, LM Studio). Maintained by NotYuSheng on GitHub, where it has earned 36 stars from the community.

@NotYuSheng8w ago

The open-source AI agent OS. CEO orchestrator, persistent memory, real execution, atomic budgets. Self-hosted. No cloud lock-in. Maintained by OpenCognit on GitHub, where it has earned 36 stars from the community.

@OpenCognit3mo ago

Go package and example utilities for using Ollama / LLMs. Maintained by xyproto on GitHub, where it has earned 35 stars from the community.

@xyproto5mo ago

Metronix Memory is self-hosted memory infrastructure for AI agents: MCP-native, local-model friendly, with hybrid RAG, a temporal knowledge graph and ontology layer, durable memory, freshness checks, and agent-scoped context. Maintained by mtrnix on GitHub, where it has earned 35 stars from the community.

Desktop application for instant AI-powered text transformation. Translate, correct, summarize, and change the tone of any text, anywhere, using your local AI instance. Maintained by andersondanieln on GitHub, where it has earned 35 stars from the community.

@andersondanieln9mo ago

LLaMa 3.2 Multimodal Web UI is a user-friendly interface for interacting with the Ollama platform. Maintained by iamgmujtaba on GitHub, where it has earned 35 stars from the community.

@iamgmujtaba2y ago

One command installs 670+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code, OpenCode, Codex, Gemini CLI, Ollama-backed agents and other MCP clients. Includes 870+ agent skills for CTF, pentesting, bug bounty, DFIR and red/blue teams—companion by default, autonomous when asked. Maintained by 26zl on GitHub, where it has earned 35 stars from the community.

Freelens AI extension. Maintained by freelensapp on GitHub, where it has earned 34 stars from the community.

@freelensapp3mo ago

Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read-only mode, no external memory server. Maintained by MarceloCaporale on GitHub, where it has earned 34 stars from the community.

@MarceloCaporale5mo ago

Write commit messages, grep by meaning, turn English into shell — small composable CLI tools backed by an LLM. Local by default (no API key) or any cheap hosted model. Maintained by BrunkenClaas on GitHub, where it has earned 34 stars from the community.

@BrunkenClaas8w ago

AI inference library for mobile devices. Maintained by iBz-04 on GitHub, where it has earned 34 stars from the community.

OllamaLab: a fully fledged AI assistant utilizing Ollama with Companion Mode for MacOS. Maintained by Cyanosite on GitHub, where it has earned 34 stars from the community.

@Cyanosite3mo ago

AI Infrastructure & DevOps Roadmap covering Linux, Kubernetes, Local LLMs, AI Agents, RAG, AI Observability, Security, and production-grade AI platform engineering projects. Maintained by hacrex on GitHub, where it has earned 34 stars from the community.

Self-hosted AI assistant with voice satellites, 100+ tool integrations, RAG knowledge base, and full offline capability. Built with FastAPI + React + Ollama. Maintained by ebongard on GitHub, where it has earned 34 stars from the community.

@ebongard8w ago

Large Scale Batch Processing with Ollama. Maintained by robert-mcdermott on GitHub, where it has earned 34 stars from the community.

@robert-mcdermott1y ago

Operator! Multi-agent orchestration application for AI assisted kanban shaped software development. Maintained by untra on GitHub, where it has earned 34 stars from the community.

Local LLM for Visual Studio - an open-source extension for private, offline AI coding assistance and chat. Maintained by markusbegerow on GitHub, where it has earned 34 stars from the community.

@markusbegerow3mo ago

LLM reliability layer -keeps agents alive with smart routing, context compaction, and local fallback. Maintained by shouvik12 on GitHub, where it has earned 34 stars from the community.

@shouvik124mo ago

WikiMind is a personal LLM-powered knowledge OS. Feed it articles, PDFs, YouTube videos, podcasts, or papers — it compiles them into a structured wiki and answers questions with full source attribution. Maintained by manavgup on GitHub, where it has earned 34 stars from the community.

@manavgup3mo ago

Prompt-driven automation platform - Transform natural language into executable workflows. Maintained by andrewsky-labs on GitHub, where it has earned 34 stars from the community.

@andrewsky-labs1y ago

AI Chatbot that helps you learn how to use Dagger. Maintained by samalba on GitHub, where it has earned 34 stars from the community.

Your intelligent ally for effortless information retrieval and seamless browsing across documents and the web. Maintained by SSK-14 on GitHub, where it has earned 34 stars from the community.

Zero-config local LLM optimization for Ollama, LM Studio, and Apple Silicon MLX. Reduces TTFT by 40%, wall time for local agents by 46%, and RAM usage by 3x. Maintained by tanavc1 on GitHub, where it has earned 33 stars from the community.

@tanavc13mo ago

The Ollama Toolkit is a collection of powerful tools designed to enhance your experience with the Ollama project, an open-source framework for deploying and scaling machine learning models. Think of it as your one-stop shop for streamlining workflows and unlocking the full potential of Ollama!. Maintained by WaterPistolAI on GitHub, where it has earned 33 stars from the community.

@WaterPistolAI1y ago

Unofficial, Google‑free reimplementation of MLE‑STAR: a lightweight, local‑friendly multi‑agent ML engineering pipeline that uses OpenAI‑compatible LLMs (OpenRouter/Ollama) and DuckDuckGo search to generate, debug, refine, ensemble, and submit Kaggle‑ready solutions—AutoML for tabular tasks with code generation and iterative refinement. Maintained by WalkingDevFlag on GitHub, where it has earned 33 stars from the community.

@WalkingDevFlag1y ago

From the blog

Latest Ollama guides & deep-dives

All articles →

OllamaTutorialOllama + Fastify — On‑Prem LLM API Stack Guide

A practical stack guide showing how to combine Ollama (local/model runtime) with Fastify (Node.js API) to run an on‑prem inference API. Includes architecture, flow, deployment topology, observability, security boundaries, and a staged rollout plan.

MMadeWithWhat Editorial Team · Jul 24, 2026 · 12 min

LlamaIndexGuideLlamaIndex vs Ollama: choosing for LLM projects

A practical comparison between LlamaIndex (a Python data/agent framework) and Ollama (a local/model runtime and manager). Includes decision matrices, workload fit, migration notes, and recommended pairings for four project types.

AAndrea Lunelio · Jul 8, 2026 · 15 min

Video archive

Ollama talks, tutorials & deep-dives

Run Your Own Agentic AI? Full Ollama Setup + Hermes Workflow

Run Your Own Agentic AI? Full Ollama Setup + Hermes Workflow

WWanderloots · 224K views · Jun 25, 2026

Hermes Agent + Ollama = 100% Private OS

Hermes Agent + Ollama = 100% Private OS

JJack Roberts · 204K views · Jun 5, 2026

FREE UNLIMITED Claude Code (No NVIDIA NIM, No Ollama!) - Fastest Responses [2026]

FREE UNLIMITED Claude Code (No NVIDIA NIM, No Ollama!) - Fastest Responses [2026]

DDanish Sofi · 164K views · May 10, 2026