Runs on: Windows WSL2 macOS Linux Docker
| # | Shot | Project | Stars | Plugs into | What it does |
|---|---|---|---|---|---|
| 1 | OpenHumantinyhumansai/openhuman | 42,469 | MCPLocal / Ollama | Open-source personal agent harness: desktop app and Rust library with built-in memory, token compression, and instant tool search, efficient enough to run hundreds of agents on a $10 server. irm https://raw.githubusercontent.com/tinyhumansai/openhuman/main/scripts/install.ps1 | iex | |
| 2 | Strands Agents SDKstrands-agents/harness-sdk | 9,021 | Claude / AnthropicMCPCodex / OpenAIGemini / GoogleLocal / Ollama | AWS's open-source, model-driven agent SDK that treats the loop, tool binding, and guardrails as first-class primitives. Supports Bedrock, Anthropic, OpenAI, Gemini, and Ollama with native MCP, built-in observability, and multi-agent patterns — the missing AWS open-source harness framework alongside Bedrock AgentCore pip install strands-harness | |
| 3 | Ollama-Mcp-Bridgepatruff/ollama-mcp-bridge | 984 | MCPLocal / Ollama | Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools npm install -g @patruff/server-flux | |
| 4 | Open-Webui-ToolsHaervwe/open-webui-tools | 831 | Local / Ollama | a Repository of Open-WebUI tools to use with your favourite LLMs git clone https://github.com/Haervwe/open-webui-tools.git | |
| 5 | escapeboy/agent-fleet-oescapeboy/agent-fleet-o | 77 | Claude / AnthropicMCPCodex / OpenAIGemini / GoogleLangChain / LangGraphLocal / Ollama | Self-hosted mission control for AI agents: manage agents, experiments, workflows, crews, skills and more git clone https://github.com/escapeboy/agent-fleet-o.git | |
| 6 | Widemem-Airemete618/widemem-ai | 49 | Claude / AnthropicCodex / OpenAILocal / Ollama | Lightweight Python memory layer for LLM agents with importance scoring, temporal decay, 3-tier hierarchical memory, YMYL prioritization, and batch conflict resolution. Local-first with SQLite + FAISS. github | website | pypi pip install "widemem-ai[local]" # FAISS, Ollama client, sentence-transformers | |
| 7 | Reactive Agentstylerjrbuell/reactive-agents-ts | 31 | Claude / AnthropicMCPLocal / Ollama | Type-safe, observable TypeScript AI agent framework on Effect-TS; MCP-native, A2A multi-agent, 6 reasoning strategies, runs the same code on local Ollama 4B+ and frontier APIs bunx create-reactive-agent my-app | |
| 8 | Splaacp3249/splaa | 29 | Local / Ollama | SPLAA is an AI assistant framework that utilizes voice recognition, text-to-speech, and tool-calling capabilities to provide a conversati… pip install git+https://github.com/cp3249/splaa.git | |
| 9 | DuckyParthSareen/ducky | 27 | Local / Ollama | Local AI pair programming tool uv tool install rubber-ducky | |
| 10 | Nano-Bots-Apiicebaker/nano-bots-api | 19 | Codex / OpenAIGemini / GoogleLocal / Ollama | HTTP API for Nano Bots - small, AI-powered bots that can be easily shared as a single file, designed to support multiple providers such as… git clone https://github.com/icebaker/nano-bots-api.git | |
| 11 | Kitebeevr-labs/Kite | 11 | LangChain / LangGraphLocal / Ollama | Python framework for building AI agents with built-in safety guardrails, and a CLI that generates multi-agent scripts from natural language pip install kite-agent | |
| 12 | selectoolsjohnnichev/selectools | 11 | Claude / AnthropicCodex / OpenAIGemini / GoogleLocal / Ollama | Python agent framework for building composable AI applications with structured tool calling, HITL via generators, and 50+ built-in evaluators. Runs entirely in browser via visual builder at selectools.dev pip install "selectools[rag]" # FAISS + Qdrant + beautifulsoup4 (HTML CSS selectors) | |
| 13 | Llm-Benchmarkswanzhenchn/llm-benchmarks | 5 | Codex / OpenAILocal / Ollama | LLM benchmark tools for LMDeploy, vLLM, and TensorRT-LLM git clone https://github.com/wanzhenchn/llm-benchmarks.git | |
| 14 | Modelreadysuparious/ModelReady | 4 | Local / Ollama | Collection of tools for creating and running llama.cpp compatible LLMs git clone https://github.com/suparious/ModelReady.git | |
| 15 | Toolsbuildownai/tools | 1 | Local / Ollama | Monorepository of LLM based t AI ools provided by BuildOwn.AI git clone https://github.com/buildownai/tools.git |