Use case · decision ranking
Tool-using AI agents
Build model-driven agents that invoke controlled tools or application actions.
23 reviewed matches, ranked by fit and deterministic project health.
#1
Editorialmem0ai/mem0: Universal memory layer for AI Agents.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 64KPythonApache-2.0ai-agentapicloud-hosted
#2
EditorialcrewAIInc/crewAI: Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 57.6KPythonMITai-agentcloud-hostedlibrary
#3
EditorialAstrBotDevs/AstrBot: AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 39.6KPythonAGPL-3.0ai-agent
#4
Editoriallanggenius/dify: Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 153.4KTypeScriptNOASSERTIONai-agent
#5
Editorialludwig-ai/ludwig: Low-code framework for building custom LLMs, neural networks, and other AI models.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 11.7KPythonApache-2.0ai-agent
#6
EditorialNousResearch/hermes-agent: The agent that grows with you.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 235.9KPythonMITai-agentclicloud-hosted
#7
Editorialvercel/ai: 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.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 26.4KTypeScriptNOASSERTIONai-agentapicloud-hosted
#8
Editorialmoeru-ai/airi: 💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama's altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 48.4KTypeScriptMITai-agent
#9
Editorialopenai/openai-agents-python: A lightweight, powerful framework for multi-agent workflows.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 28.9KPythonMITai-agent
#10
Editorialagent0ai/agent-zero: Agent Zero AI framework.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 19KPythonNOASSERTIONai-agentdockerlocal
#11
Editorialcloudwego/eino: The ultimate LLM/AI application development framework in Go.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 12.8KGoApache-2.0ai-agent
#12
EditorialHKUDS/nanobot: Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 47.4KPythonMITai-agent
#13
EditorialTauricResearch/TradingAgents: TradingAgents: Multi-Agents LLM Financial Trading Framework.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 99.7KPythonApache-2.0ai-agent
#14
EditorialFosowl/agenticSeek: Fully Local Manus AI. No APIs, No $200 monthly bills. Enjoy an autonomous agent that thinks, browses the web, and code for the sole cost of electricity.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 27KPythonGPL-3.0ai-agentdockerlocal
#15
Editorialmastra-ai/mastra: Mastra is the modern TypeScript framework for AI-powered applications and agents.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 27.4KTypeScriptNOASSERTIONai-agent
#16
Editorialmicrosoft/autogen: A programming framework for agentic AI.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 60.6KPythonCC-BY-4.0ai-agentcloud-hostedlibrary
#17
EditorialThe-Pocket/PocketFlow: Pocket Flow: 100-line LLM framework. Let Agents build Agents!.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 11.1KPythonMITai-agent
#18
Editorialcrestalnetwork/intentkit: IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative team of AI agents for you.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 6.5KPythonMITai-agent
#19
EditorialFoundationAgents/MetaGPT: 🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 70KPythonMITai-agent
#20
Editorialzai-org/Open-AutoGLM: An Open Phone Agent Model & Framework. Unlocking the AI Phone for Everyone.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 26.1KPythonApache-2.0ai-agentclilocal
#21
Editorialdzhng/deep-research: An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 19.6KTypeScriptMITai-agentdata-extraction
#22
Editorialcloudflare/agentic-inbox: A self-hosted email client with an AI agent, running entirely on Cloudflare Workers.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 7KTypeScriptApache-2.0ai-agent
#23
Editorialhumanlayer/12-factor-agents: What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?.
Editorial92% fitThe curated agent category and reviewed V3 profile make this a candidate for model-driven tasks that invoke controlled tools or actions.Compare this repository → ★ 25.5KTypeScriptNOASSERTIONai-agentclideveloper-productivity