Enterprise DNA
O Open Source Frameworks medium

ollama

by Community

Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

O

OSS

ollama

Added 1 June 2026

#deepseek #gemma #gemma3 #glm #go #golang #gpt-oss #llama

Overview

Ollama is a Go-based framework for running large language models locally on your machine. It downloads and executes open-source models like Llama, Mistral, and others without requiring cloud infrastructure or API keys.

Best for

Best for
Developers building local-first applications or prototyping with open-source LLMs without cloud costs

Use cases

  • Running LLMs offline for privacy-sensitive applications
  • Local development and testing before deploying to production
  • Building chatbots and agents that don't depend on external APIs

Notes

Ollama is a Go-based framework for running large language models locally on your machine. It downloads and executes open-source models like Llama, Mistral, and others without requiring cloud infrastructure or API keys.

172,846 stars on GitHub. Last updated 2026-06-01. Licensed MIT.

Use cases

  • Running LLMs offline for privacy-sensitive applications
  • Local development and testing before deploying to production
  • Building chatbots and agents that don’t depend on external APIs

Pros

  • No cloud dependency or API costs once models are downloaded
  • Simple CLI interface with minimal setup overhead
  • Supports a wide range of open-source models with one-command installation

Cons

  • Requires significant local compute and storage for larger models
  • Performance depends entirely on your hardware, not optimized cloud infrastructure
  • Limited to open-source models, no access to proprietary models like GPT-4

Indexed from awesome-llm and enriched against its public facts.

Pros

  • No cloud dependency or API costs once models are downloaded
  • Simple CLI interface with minimal setup overhead
  • Supports a wide range of open-source models with one-command installation

Cons

  • Requires significant local compute and storage for larger models
  • Performance depends entirely on your hardware, not optimized cloud infrastructure
  • Limited to open-source models, no access to proprietary models like GPT-4

Pairs with

Other entries in the index that connect to this one. Click through to see the chain.

Used by32entries
A Agents Coding one click

Cline

Cline

Open-source autonomous coding agent that lives inside VS Code. BYO model key, watch it work.

A Agents Coding low

Continue

Continue.dev

Open-source AI code assistant for VS Code and JetBrains. Customisable, BYO model, built for enterprise.

M MCP Dev low

dcostenco/prism-mcp

Various

The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, per

★ 142 updated 2d ago
M MCP Dev low

elvismdev/mem0-mcp-selfhosted

Various

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

★ 87 updated 2mo ago
M MCP Dev low

escapeboy/agent-fleet-o

Various

Open-source AI agent orchestration platform — self-hosted mission control for autonomous multi-agent systems. Visual DAG workflows, 450+ MCP tools, human-in-the-loop approvals. Wor

★ 30 updated 2d ago
M MCP Dev low

jaspertvdm/mcp-server-ollama-bridge

Various

MCP Server - Bridge to local Ollama LLM. Part of HumoticaOS/SymbAIon ecosystem.

★ 1 updated 4mo ago
M MCP Dev low

spranab/brainstorm-mcp

Various

MCP server for multi-round AI brainstorming debates between multiple models (GPT, DeepSeek, Groq, Ollama, etc.)

★ 61 updated 1mo ago
M MCP Dev low

TKMD/ReftrixMCP

Various

MCP server with 39 tools for web design analysis — layout extraction, motion detection, quality scoring, accessibility audit, Core Web Vitals, design comparison, and semantic searc

★ 1 updated 28d ago
M MCP Dev low

VrtxOmega/Ollama-Omega

Various

Sovereign Ollama Bridge — MCP server for local and cloud Ollama models. Generated by Qwen 3.5 397B.

★ 2 updated 1mo ago
O OSS Orchestration medium

Anything LLM

Community

The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.

★ 60,905 updated 2d ago
O OSS Obs medium

Continue

Community

⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI

★ 33,482 updated 2d ago
O OSS Orchestration medium

create-t3-turbo-ai

Community

Build full-stack, type-safe, LLM-powered apps with the T3 Stack, Turborepo, OpenAI, and Langchain

★ 355 updated 3y ago
O OSS Framework medium

deploy-llms-with-ansible

Community

Easily deploy LLMs with Ansible. Uses Docker with llama.cpp or ollama. Secured with whitelisted IPs.

★ 3 updated 1y ago
O OSS Obs medium

distilabel

Community

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

★ 3,233 updated 9d ago
O OSS Orchestration medium

GPT Researcher

Community

An autonomous agent that conducts deep research on any data using any LLM providers

★ 27,439 updated 6d ago
O OSS Orchestration medium

Knowledge GPT

Community

Accurate answers and instant citations for your documents.

★ 1,645 updated 2y ago
O OSS Framework medium

LLocalSearch

Community

LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user ca

★ 5,958 updated 2mo ago
O OSS Orchestration medium

Local GPT

Community

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

★ 22,208 updated 2mo ago
O OSS Orchestration medium

OpenDAN

Community

OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use.

★ 2,032 updated 2mo ago
O OSS Orchestration medium

Phidata

Community

Build, run, and manage agent platforms.

★ 40,451 updated 2d ago
O OSS Orchestration medium

Private GPT

Community

Interact with your documents using the power of GPT, 100% privately, no data leaks

★ 57,218 updated 3mo ago
O OSS Framework medium

Qwen2-Math-1.5B|7B|72B

Community

GITHUB HUGGING FACE MODELSCOPE DISCORD 🚨 This model mainly supports English. We will release bilingual (English and Chinese) math models soon. Introduction Over the past year, w

O OSS Framework medium

Shell-Pilot

Community

A simple, lightweight shell script to interact with OpenAI or Ollama or Mistral AI or LocalAI or ZhipuAI from the terminal, and enhancing intelligent system management without any

★ 118 updated 1y ago
O OSS Obs medium

SwarmClaw

Community

Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT,

★ 539 updated 8d ago
P Apps Productivity low

ai-i18n

Various

ai-i18n is a GitHub Action that translates your app's i18n files using LLMs. It extracts strings, translates only what's changed, and commits the results back to your repo. Works w

★ 16 updated 2mo ago
P Apps Productivity low

Claude Code

Various

Anthropic's agentic coding tool for developers. Claude Code understands your codebase, edits files, runs commands, and helps you ship faster.

P Apps Productivity low

LibreChat

Various

LibreChat brings together all your AI conversations in one unified, customizable interface.

P Apps Productivity low

LLM

Various

LLM: A CLI utility and Python library for interacting with Large Language Models

P Apps Productivity low

Local Deep Research

Various

~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Every

★ 8,273 updated 2d ago
P Apps Productivity low

Open Interpreter

Various

A natural language interface for computers

★ 63,767 updated 17d ago
P Apps Productivity low

Open WebUI

Various

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

★ 139,558 updated 2d ago
P Apps Productivity low

PR-Agent

Various

🚀 PR Agent: The Original Open-Source PR Reviewer. This project It is not the Qodo free tier.

★ 11,431 updated 2d ago
Pairs with69entries
A Agents Autonomous low

BondAI Homepage/Documentation

Community

BondAI

M MCP Dev low

Jwrede/llmprobe

Various

Synthetic monitoring and CI smoke tests for LLM inference endpoints.

★ 1 updated 18d ago
M MCP Dev low

ShipItAndPray/mcp-turboquant

Various

MCP server for LLM quantization. Compress any model to GGUF/GPTQ/AWQ in one tool call. First MCP server for model compression.

★ 3 updated 2mo ago
O OSS Orchestration medium

AI Getting Started

Community

A Javascript AI getting started stack for weekend projects, including image/text models, vector stores, auth, and deployment configs

★ 4,143 updated 1y ago
O OSS Orchestration medium

AI

Community

The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents

★ 24,590 updated 2d ago
O OSS Framework medium

awesome-japanese-llm

Community

日本語LLMまとめ - Overview of Japanese LLMs

★ 1,407 updated 4d ago
O OSS Framework medium

awesome-llm-webapps

Community

A collection of open source, actively maintained web apps for LLM applications

★ 714 updated 11mo ago
O OSS Orchestration medium

Bifrost

Community

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

★ 5,406 updated 2d ago
O OSS Orchestration medium

Casibase

Community

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

★ 5,113 updated 2d ago
O OSS Framework medium

Chainlit

Community

A Python library for making chatbot interfaces.

O OSS Orchestration medium

Cheshire Cat

Community

AI agent microservice

★ 3,039 updated 2mo ago
O OSS Obs medium

CodeGeeX

Community

CodeGeeX: An Open Multilingual Code Generation Model (KDD 2023)

★ 8,791 updated 1y ago
O OSS Framework medium

Codestral-7|22B

Community

The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.

O OSS Framework medium

CrewAI

CrewAI

Role-based multi-agent framework. Define crews of agents with roles, goals, and tasks, run them as a team.

O OSS Framework medium

DeepSeek-Math-7B

Community

DeepSeek Math series

O OSS Framework medium

DeepSeek-R1

Community

First-generation reasoning models from DeepSeek.

★ 92,010 updated 11mo ago
O OSS Framework medium

DeepSeek-v2-236B-MoE

Community

We present DeepSeek-V2, a strong Mixture-of-Experts (MoE) language model characterized by economical training and efficient inference. It comprises 236B total parameters, of whic

O OSS Framework medium

DeepSeek-V2.5

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Framework medium

DeepSeek-VL-1.3|7B

Community

DeepSeek-VL model series

O OSS Framework medium

Dify

Community

Production-ready platform for agentic workflow development.

★ 143,435 updated 2d ago
O OSS Framework medium

Embedchain

Community

Universal memory layer for AI Agents

★ 57,321 updated 2d ago
O OSS Orchestration medium

Flock

Community

A multi agent desktop application built with Rust and Tauri.

★ 1,073 updated 2d ago
O OSS Orchestration medium

Flowise

Community

Build AI Agents, Visually

★ 53,254 updated 4d ago
O OSS Obs medium

Gemma

Community

Checking your browser - reCAPTCHA

O OSS Framework medium

GLM-2|6|10|13|70B

Community

Org profile for THUDM on Hugging Face, the AI community building the future.

O OSS Framework medium

Grok-1-314B-MoE

Community

Grok-1-314B-MoE — indexed from awesome-llm

O OSS Framework medium

Haystack

Community

Create agentic, context engineered AI systems using Haystack’s modular and customizable building blocks, built for real-world, production-ready applications.

O OSS Framework medium

InternLM2-1.8|7|20B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Orchestration medium

Lagent

Community

A lightweight framework for building LLM-based agents

★ 2,256 updated 5d ago
O OSS Framework medium

Langchain-Chatchat

Community

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like

★ 38,121 updated 6mo ago
O OSS Orchestration medium

Langflow

Community

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

★ 149,019 updated 2d ago
O OSS Framework medium

Llama 1-7|13|33|65B

Community

[OPT-1.3 6.7 13 30 66B](https://arxiv.org/abs/2205.01068)

O OSS Framework medium

Llama 2: Open Foundation and Fine-Tuned Chat Models

Community

2023-07

O OSS Framework medium

Llama 3.2-1|3|11|90B

Community

[Llama 3.1-8 70 405B](https://llama.meta.com/)

O OSS Framework medium

llama.cpp

Community

LLM inference in C/C++

★ 114,160 updated 2d ago
O OSS Orchestration medium

LLaMA Cult and More

Community

Large Language Models for All, 🦙 Cult and More, Stay in touch !

★ 449 updated 3y ago
O OSS Framework medium

LLaMA: Open and Efficient Foundation Language Models

Community

2023-02

O OSS Framework medium

llm-ui

Community

The React library for LLMs

★ 1,741 updated 11mo ago
O OSS Orchestration medium

MemGPT

Community

Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.

★ 23,081 updated 20d ago
O OSS Framework medium

MiniCPM-2B

Community

The MiniCPM family of LLMs and VLLMs.

O OSS Framework medium

Mistral 7B

Community

Mistral 7B

O OSS Framework medium

Mixtral-8x7B

Community

The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.

O OSS Framework medium

Moonlight-A3B

Community

Moonshot's Compute-efficient MoE LLM, first Scaling Up of Muon Optimizer

O OSS Framework medium

OLMoE: Open Mixture-of-Experts Language Models

Community

We introduce OLMoE, a fully open, state-of-the-art language model leveraging sparse Mixture-of-Experts (MoE). OLMoE-1B-7B has 7 billion (B) parameters but uses only 1B per input

O OSS Framework medium

OpenELM-1.1|3B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Framework medium

Phi1-1.3B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Framework medium

Qwen-1.8B|7B|14B|72B

Community

Qwen - a Qwen Collection

O OSS Framework medium

Qwen2-0.5B|1.5B|7B|57B-A14B-MoE|72B

Community

GITHUB HUGGING FACE MODELSCOPE DEMO DISCORD Introduction After months of efforts, we are pleased to announce the evolution from Qwen1.5 to Qwen2. This time, we bring to you: Pret

O OSS Framework medium

Qwen2.5-1M-7|14B

Community

Tech Report HuggingFace ModelScope Qwen Chat HuggingFace Demo ModelScope Demo DISCORD Introduction Two months after upgrading Qwen2.5-Turbo to support context length up to one mi

O OSS Framework medium

Qwen2.5 Technical Report

Community

In this report, we introduce Qwen2.5, a comprehensive series of large language models (LLMs) designed to meet diverse needs. Compared to previous iterations, Qwen 2.5 has been si

O OSS Framework medium

Qwen2.5-Max

Community

QWEN CHAT API DEMO DISCORD It is widely recognized that continuously scaling both data size and model size can lead to significant improvements in model intelligence. However, th

O OSS Obs medium

ray-llm

Community

RayLLM - LLMs on Ray (Archived). Read README for more info.

★ 1,267 updated 1y ago
O OSS Orchestration medium

Rigging

Community

Lightweight LLM Interaction Framework

★ 411 updated 21d ago
O OSS Orchestration medium

Rivet

Community

The open-source visual AI programming environment and TypeScript library

★ 4,597 updated 5d ago
O OSS Framework medium

Semantic Kernel

Microsoft

Microsoft's enterprise-flavoured framework for AI agents. .NET-first, with Python and Java siblings.

O OSS Framework medium

Shell-Pilot

Community

A simple, lightweight shell script to interact with OpenAI or Ollama or Mistral AI or LocalAI or ZhipuAI from the terminal, and enhancing intelligent system management without any

★ 118 updated 1y ago
O OSS Orchestration medium

SimpleAIChat

Community

Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

★ 3,503 updated 1y ago
O OSS Framework medium

StableLM-3B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Framework medium

StableLM-v2-12B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Framework medium

talkd.ai dialog

Community

RAG LLM Ops App for easy deployment and testing

★ 431 updated 1y ago
O OSS Orchestration medium

TermGPT

Community

Giving LLMs like GPT-4 the ability to plan and execute terminal commands

★ 411 updated 2y ago
O OSS Framework medium

The Llama 3 Herd of Models

Community

Modern artificial intelligence (AI) systems are powered by foundation models. This paper presents a new set of foundation models, called Llama 3. It is a herd of language models

O OSS SDK one click

Vercel AI SDK

Vercel

The de facto TypeScript SDK for AI apps. Streaming, tools, multi-model, and now an agent loop.

O OSS Framework medium

Yi-34B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

P Apps Productivity low

Chatbot UI

Various

Chatbot UI

P Apps Productivity low

DeepSeek

Various

Org profile for DeepSeek on Hugging Face, the AI community building the future.

P Apps Productivity low

Forefront

Various

Forefront is a platform to fine-tune and inference open-source-language-models.

P Apps Productivity low

LangChain

Various

LangChain provides the engineering platform and open source frameworks developers use to build, test, and deploy reliable AI agents.

P Apps Productivity low

RunThisLLM

Various

Find out exactly what hardware you need to run any local LLM, image, video, or audio AI model. 275+ models with full build specs and performance estimates.