Observability & Evals tools for Local / Ollama

8 projects · 7 with stars to rank by · 7,466 combined stars · snapshot 2026-11-01

Traces, benchmarks, graders, linting and CI feedback: how you find out whether the agent actually did the thing.

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
1GPUStackgpustack/gpustack5,939
1 list
Local / Ollama
An open-source GPU cluster manager for running and managing LLMs
git clone https://github.com/gpustack/gpustack.git
Python
Apache-2.0
2026-10-30
2GoModelENTERPILOT/GoModel1,295
1 list
Claude / AnthropicCodex / OpenAIGemini / GoogleLocal / Ollama
AI gateway exposing a unified OpenAI-compatible API across OpenAI, Anthropic, Gemini, Groq, xAI, Ollama and other providers, with routing, usage tracking, rate limits, and guardrails
irm https://gomodel.enterpilot.io/install.ps1 | iex
Go
MIT
2026-10-31
3Self-Hosted AI Stackhwdsl2/self-hosted-ai-stack173
1 list
MCPLocal / Ollama
Docker Compose stack for local AI with Ollama, a LiteLLM gateway, RAG, voice services, MCP tools, persistent data, and health checks
git clone https://github.com/hwdsl2/self-hosted-ai-stack
Shell
MIT
2026-10-24
4LRMnickprotop/LocalizationManager50
1 list
Local / Ollama
CLI/TUI tool for managing localization files (.resx, JSON, Android, iOS) with LLM-powered translation via Ollama, validation, and code scanning for unused/missing keys
curl -sSL https://raw.githubusercontent.com/nickprotop/LocalizationManager/main/install-lrm.sh | bash
CSS
MIT
2026-07-10
5TheYgental2m4n/TheYgent4
1 list
MCPCodex / OpenAILocal / Ollama
Self-hosted, no-code platform for building and running AI agents on a visual canvas, with built-in local inference (llama.cpp, MLX, vLLM) or any OpenAI-compatible API. Durable crash-resumable runs, per-run trace waterfalls with OTLP export, MCP tools, RAG on pgvector, and human-in-the-loop approvals
git clone https://github.com/al2m4n/TheYgent.git
Python
—
2026-10-31
6runtapeRehanMohammed985/runtape3
1 list
Claude / AnthropicMCPCodex / OpenAILangChain / LangGraphLocal / Ollama
Finds which part of an agent's context caused a bad decision by rerunning it with pieces removed, checks candidate fixes the same way, and writes a pytest regression test. Runs locally with OpenAI, Anthropic, LangGraph and Ollama
pip install runtape
Python
MIT
2026-10-07
7ChimeraforgeSahil170595/Chimeraforge2
1 list
Local / Ollama
LLM deployment planner and benchmarking CLI: given a model and a GPU it answers will it fit, will it hit your SLO, and what will it cost. Searches model x quantization x backend x GPU count against VRAM, quality, latency, cost, energy and an opt-in safety gate; models tensor/pipeline parallelism, MoE active parameters, FP8, KV-quant and self-host-vs-API break-even. Every number is labeled measured
uvx chimeraforge plan --model-size 8b --hardware "RTX 4090 24GB"
Python
MIT
2026-11-01
8Hosting-7B-Llm-On-Google-CloudJ-sephB-lt-n/hosting-7B-llm-on-google-cloud—
1 list
Local / Ollama
Speed benchmarking a 7B LLM on different gcloud VMs (using llama.cpp)
git clone https://github.com/J-sephB-lt-n/hosting-7B-llm-on-google-cloud.git
Python
GPL-3.0
2024-07-23