Harnesses & Runtime Infra tools for Local / Ollama

48 projects · 48 with stars to rank by · 872,798 combined stars · snapshot 2026-11-01

The scaffolding around the model rather than the model or the agent: runtimes, providers, gateways, fine-tuning, and what a harness runs on in production.

Runs against a named local runtime: Ollama, llama.cpp, vLLM, LM Studio, llamafile or GPT4All.

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Runs on: Windows WSL2 macOS Linux Docker

#ShotProject StarsPlugs into What it doesLang / licence / push
1Ollamaollama/ollama185,562
4 lists
Local / Ollama
Ollama is a tool for running large language models locally, offering easy setup for macOS, Windows, Linux, and Docker, along with a library of models and quickstart guides for customization and integration github | github profile
irm https://ollama.com/install.ps1 | iex
Go
MIT
2026-10-31
2Open WebUIopen-webui/open-webui157,463
2 lists
Codex / OpenAILocal / Ollama
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
pip install open-webui
Python
—
2026-11-01
3llama.cppggml-org/llama.cpp133,061
3 lists
Local / Ollama
C/C++ inference. CPU, GPU, Apple Silicon. Foundation of local AI
irm https://llama.app/install.ps1 | iex
C++
MIT
2026-11-01
4vLLMvllm-project/vllm96,057
3 lists
Local / Ollama
A high-throughput and memory-efficient inference and serving engine for LLMs
git clone https://github.com/vllm-project/vllm.git
Python
Apache-2.0
2026-11-01
5LobeChatlobehub/lobehub83,669
3 lists
Claude / AnthropicCodex / OpenAIGemini / GoogleLocal / Ollama
Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers( OpenAI / Claude 3 / Gemini / Ollama / DeepSeek / Qwen), Knowledge Base (file upload / knowledge management / RAG ), Multi-Modals (Plugins/Artifacts) and Thinking. One-click FREE deployment of your private ChatGPT/ Claude / DeepSeek application
git clone https://github.com/lobehub/lobe-chat.git
TypeScript
—
2026-11-01
6GPT4Allnomic-ai/gpt4all77,341
1 list
Local / Ollama
OSS local chat. Consumer hardware
pip install gpt4all
C++
MIT
2025-05-27
7Llamafilemozilla-ai/llamafile26,539
2 lists
Local / Ollama
Mozilla project that packages LLMs into single executable files that run anywhere
git clone https://github.com/Mozilla-Ocho/llamafile.git
C++
—
2026-10-12
8opencodexlidge-jun/opencodex18,136
1 list
Claude CodeClaude / AnthropicCodex / OpenAIGemini / GoogleLocal / Ollama
(8.5k ⭐) - A local provider proxy and dashboard that routes Codex CLI, the Codex app, SDKs, and Claude Code to multiple LLM providers
npm install -g @bitkyc08/opencodex
TypeScript
MIT
2026-11-01
9LMCacheLMCache/LMCache12,253
1 list
Local / Ollama
10x Faster Long-Context LLM By Smart KV Cache Optimizations
pip install lmcache
Python
Apache-2.0
2026-11-01
10zen-mcp-serverBeehiveInnovations/pal-mcp-server11,813
1 list
Claude CodeClaude / AnthropicMCPCodex / OpenAIGemini / GoogleLocal / Ollama
(11.6k ⭐) - The power of Claude Code + Gemini / OpenAI / Grok / OpenRouter / Ollama / Custom Model working as one
git clone https://github.com/BeehiveInnovations/pal-mcp-server.git
Python
—
2025-12-15
11OpenRLHFOpenRLHF/OpenRLHF10,134
1 list
Local / Ollama
An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)
pip install openrlhf # Basic
Python
Apache-2.0
2026-10-05
12ipex-llmintel/ipex-llm8,845
1 list
LangChain / LangGraphLocal / Ollama
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc
git clone https://github.com/intel-analytics/ipex-llm.git
Python
Apache-2.0
2026-01-28
13Nvidia Dynamoai-dynamo/dynamo8,416
1 list
Local / Ollama
A Datacenter Scale Distributed Inference Serving Framework
docker run --gpus all --network host --rm -it nvcr.io/nvidia/ai-dynamo/vllm-runtime:1.6.0
Rust
—
2026-11-01
14Mooncakekvcache-ai/Mooncake6,946
1 list
Local / Ollama
Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI
pip install mooncake-transfer-engine
C++
Apache-2.0
2026-11-01
15vLLM Semantic Routervllm-project/semantic-router6,360
1 list
Local / Ollama
Intelligent Mixture-of-Models Router for Efficient LLM Inference
curl -fsSL https://vllm-sr.ai/install.sh | bash -s -- --channel stable
Go
Apache-2.0
2026-11-01
16ShimmyMichael-A-Kuykendall/shimmy6,004
1 list
Codex / OpenAILocal / Ollama
Python-free Rust inference server with OpenAI API compatibility and hot model swapping
cargo install shimmy --locked
Rust
Apache-2.0
2026-11-01
17AIBrixvllm-project/aibrix5,173
1 list
Local / Ollama
Cost-efficient and pluggable Infrastructure components for GenAI inference
git clone https://github.com/vllm-project/aibrix.git
Go
Apache-2.0
2026-11-01
18Rapid-MLXraullenchai/Rapid-MLX4,088
1 list
Claude CodeClaude / AnthropicCodex / OpenAILocal / Ollama
OpenAI-compatible LLM inference server for Apple Silicon using MLX. 2-4x faster than Ollama with tool calling and prompt caching
uv tool install rapid-mlx@latest
Python
—
2026-11-01
19Off Gridoff-grid-ai/OGAM3,315
1 list
Local / Ollama
Open-source iOS/Android app running LLMs on-device via llama.cpp. Voice (Whisper), vision, image gen, tool calling — fully offline
git clone https://github.com/off-grid-ai/OGAM.git
TypeScript
MIT
2026-11-01
20kvcachedovg-project/kvcached2,018
1 list
Local / Ollama
Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond
pip install kvcached --no-build-isolation
Python
Apache-2.0
2026-10-30
21NobodyWhonobodywho-ooo/nobodywho1,666
1 list
Local / Ollama
On-device LLM inference engine (Rust / llama.cpp) to embed local models directly in games and apps, with Godot / Flutter / React Native / Swift bindings; streaming, embeddings, tool calling, GBNF-structured output, and STT/TTS
npx expo install react-native-nobodywho
Rust
EUPL-1.2
2026-10-30
22KubeAIkubeai-project/kubeai1,289
2 lists
Codex / OpenAILocal / Ollama
AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text
helm install kubeai kubeai/kubeai --wait --timeout 10m
Go
Apache-2.0
2026-10-30
23Kaitokaito-project/kaito1,033
2 lists
Codex / OpenAILocal / Ollama
A Kubernetes operator that simplifies serving and tuning large AI models (e.g. Falcon or phi-3) using container images and GPU auto-provisioning. Includes an OpenAI-compatible server for inference and preset configurations for popular runtimes such as vLLM and transformers
git clone https://github.com/kaito-project/kaito.git
Go
—
2026-10-31
24Local-Ragjonfairbanks/local-rag765
1 list
Local / Ollama
Ingest files for retrieval augmented generation (RAG) with open-source Large Language Models (LLMs), all without 3rd parties or sensitive…
git clone https://github.com/jonfairbanks/local-rag.git
Python
GPL-3.0
2026-10-26
25Vidurmicrosoft/vidur718
1 list
Local / Ollama
A large-scale simulation framework for LLM inference
git clone https://github.com/microsoft/vidur.git
Python
MIT
2026-08-24
26codingmoh/open-codexcodingmoh/open-codex694
1 list
Codex / OpenAILocal / Ollama
Open-source Codex-inspired CLI running 100% locally with Ollama. No API key required, offline capable
pipx install open-codex
Python
MIT
2026-10-20
27OMEome-projects/ome522
1 list
Local / Ollama
OME is a Kubernetes operator for enterprise-grade management and serving of Large Language Models (LLMs)
helm install ome-crd charts/ome-crd --namespace ome --create-namespace
Go
Apache-2.0
2026-10-31
28OneCompFujitsuResearch/OneCompression445
1 list
Local / Ollama
Fujitsu Research's post-training quantization pipeline for LLMs (QEP, AutoBit, JointQ, rotation) with vLLM plugin (arXiv:2603.28845)
pip install onecomp
Python
MIT
2026-10-28
29Llm-Ollamataketwo/llm-ollama374
1 list
Local / Ollama
LLM plugin providing access to models running on an Ollama server
git clone https://github.com/taketwo/llm-ollama.git
Python
Apache-2.0
2026-10-26
30llmazInftyAI/llmaz315
1 list
Local / Ollama
Easy, advanced inference platform for large language models on Kubernetes. 🌟 Star to support our work!
git clone https://github.com/InftyAI/llmaz.git
Go
Apache-2.0
2026-08-27
31OpenModelZtensorchord/openmodelz283
1 list
Local / Ollama
One-click machine learning deployment (LLM, text-to-image and so on) at scale on any cluster (GCP, AWS, Lambda labs, your home lab, or even a single machine)
pip install openmodelz
Go
Apache-2.0
2023-11-03
32LLMKubedefilantech/LLMKube248
1 list
Codex / OpenAILocal / Ollama
Kubernetes operator for LLM inference with pluggable runtimes (llama.cpp, PersonaPlex/Moshi, generic), multi-GPU sharding, NVIDIA CUDA and Apple Silicon Metal support, and GGUF/MLX/SafeTensors model formats
brew install defilantech/tap/llmkube
Go
Apache-2.0
2026-11-01
33feiskyer/codex-settingsfeiskyer/codex-settings247
1 list
Codex / OpenAIGitHub CopilotLocal / Ollama
Ready-to-use configs for LiteLLM, Ollama, LM Studio, OpenRouter, and Azure OpenAI
npx skills add feiskyer/codex-settings
Python
MIT
2026-09-27
34Simplerllmhassancs91/SimplerLLM229
1 list
Claude / AnthropicCodex / OpenAIGemini / GoogleLocal / Ollama
Simplify interactions with Large Language Models
pip install simplerllm
Python
MIT
2026-08-18
35teabranch/open-responses-serverteabranch/open-responses-server184
1 list
MCPCodex / OpenAILocal / Ollama
OpenAI Responses API-compatible server. Run Codex with local models
pip install open-responses-server
Python
MIT
2026-04-08
36Dnd-Llm-Gametegridydev/dnd-llm-game126
1 list
Local / Ollama
MVP of an idea using multiple local LLM models to simulate and play D&D
git clone https://github.com/tegridydev/dnd-llm-game.git
Python
—
2026-08-22
37Llm-Interfacesamestrin/llm-interface123
1 list
Claude / AnthropicCodex / OpenAIGemini / GoogleLocal / Ollama
A simple NPM interface for seamlessly interacting with 36 Large Language Model (LLM) providers, including OpenAI, Anthropic, Google Gemin…
git clone https://github.com/samestrin/llm-interface.git
JavaScript
MIT
2026-11-01
38Langchain-Ollama-Chainlitsudarshan-koirala/langchain-ollama-chainlit84
1 list
LangChain / LangGraphLocal / Ollama
Simple Chat UI as well as chat with documents using LLMs with Ollama (mistral model) locally, LangChaiin and Chainlit
git clone https://github.com/sudarshan-koirala/langchain-ollama-chainlit.git
Python
MIT
2024-02-17
39gemini-openai-proxyBrioch/gemini-openai-proxy60
1 list
Codex / OpenAIGemini / GoogleLangChain / LangGraphLocal / Ollama
Universal compatibility layer serving Gemini 2.5 Pro/Flash through OpenAI protocol. Works instantly with existing tools like LangChain, llama.cpp, and VS Code extensions
docker run -p 11434:80 -e GEMINI_API_KEY gemini-openai-proxy
TypeScript
MIT
2025-08-07
40KinBotMarlBurroW/kinbot42
2 lists
Local / Ollama
Self-hosted AI agent platform with persistent memory, 23+ LLM providers, plugin store, mini-apps SDK, cron scheduling, and 6 messaging channels (Telegram, Discord, Slack, WhatsApp, Signal, Matrix). Runs on SQLite, no cloud required
git clone https://github.com/MarlBurroW/kinbot.git
TypeScript
AGPL-3.0
2026-06-09
41piqcparalleliq/piqc32
1 list
Local / Ollama
Open-source, read-only GPU waste scanner for Kubernetes inference clusters. Deploys in minutes, no write permissions required
pipx install piqc
Python
Apache-2.0
2026-10-29
42Ollama Herdgeeks-accelerator/ollama-herd30
1 list
Claude CodeClaude / AnthropicCodex / OpenAILocal / Ollama
Routes LLM, image, speech-to-text and embedding requests across a fleet of machines you own. Auto-discovers nodes over mDNS and scores each on memory fit, thermal state, queue depth and already-loaded models. OpenAI-, Ollama- and Anthropic-compatible
pip install ollama-herd
Python
MIT
2026-10-30
43warmctlTensorRails/warmctl30
1 list
Local / Ollama
GPU checkpoint/restore for vLLM: snapshot a warmed-up engine (compiled kernels, CUDA graphs, weights, 1-8 GPUs) into an OCI image and restore it in seconds instead of a multi-minute cold start. Scale to zero, spot GPUs, Kubernetes optional
curl -fsSL https://warmctl.io/install.sh | sh # newest release in /opt/warmctl
Go
Apache-2.0
2026-11-01
44llm-swarm-routermatthewdcage/llm-swarm-router26
1 list
Claude CodeClaude / AnthropicCodex / OpenAICursorLocal / Ollama
Self-hosted mesh router for local LLM backends — OpenAI /v1 + Anthropic Messages on :11400, mDNS LAN peers. Complements cloud gateways with local LAN mesh for Cursor, Claude Code, Codex, and Honcho
brew tap matthewdcage/netllm https://github.com/matthewdcage/llm-swarm-router
Python
MIT
2026-10-31
45lzjever/air-gappedlzjever/air-gapped18
1 list
Codex / OpenAILocal / Ollama
Portable Codex CLI + vLLM for air-gapped/offline use
git clone https://github.com/lzjever/air-gapped.git
Shell
MIT
2026-03-02
46OntheiaOntheia/ontheia12
1 list
Claude / AnthropicMCPCodex / OpenAIGemini / GoogleLocal / Ollama
Self-hosted AI agent platform with multi-provider LLM support (Claude, OpenAI, Gemini, Ollama), MCP-native tool integration, visual workflow automation (Chain Engine), long-term vector memory (pgvector), and multi-user RBAC. AGPL-3.0
curl -fsSL https://get.ontheia.ai | bash
TypeScript
AGPL-3.0
2026-10-14
47Purpaas-Llmdwain-barnes/PurPaaS-LLM8
1 list
Local / Ollama
PurPaaS is an innovative open-source security testing platform that implements purple teaming (combined red and blue team approaches) to …
git clone https://github.com/dwain-barnes/PurPaaS-LLM/
Python
—
2024-11-04
48llm-cache-routersvalench/llm-cache-router2
1 list
Claude / AnthropicCodex / OpenAIGemini / GoogleLocal / Ollama
A lightweight, async-first Python library combining semantic caching, multi-provider routing (OpenAI, Anthropic, Gemini, Ollama, MiniMax, Qwen) and cost tracking. Cuts LLM spend 30-70% via vector-similarity cache with in-memory/Redis/Qdrant backends
pip install llm-cache-router
Python
MIT
2026-10-18