Best Agent Tools Top 20
Top 20 most popular open-source Agent Tools projects, ranked by GitHub Stars.
OpenClaw
370.9k StarsOpenClaw is an open-source personal AI assistant platform supporting 25+ messaging channels (WhatsApp, Telegram, Slack, etc.) with multi-LLM integration and personal knowledge management.
vLLM
79.7k StarsA high-throughput and memory-efficient inference and serving engine for LLMs, featuring PagedAttention, continuous batching, and optimized KV cache management for production deployments.
Daytona
72.4k StarsDaytona provides secure development-environment infrastructure for coding agents and automation workflows, serving as a runtime base for remote execution tasks.
OpenBB
67.4k StarsA financial data platform for analysts, quants and AI agents, providing comprehensive financial data access across stocks, crypto, economics and more.
DeerFlow
67.0k StarsAn open-source long-horizon SuperAgent harness by ByteDance that researches, codes, and creates with sandboxes, memories, tools, skills, subagents and message gateway for complex tasks.
Open Interpreter
63.5k StarsOpen Interpreter is a natural language interface for computers that lets LLMs run code locally to perform file operations, data analysis, and system management tasks.
AnythingLLM
59.9k StarsAnythingLLM is an all-in-one AI productivity app with a self-hosted chat UI, RAG knowledge base, AI agents, and multi-model management, privacy-first with zero configuration.
Mem0
55.4k StarsMem0 is a long-term memory layer for AI agents, supporting cross-session memory management and personalized context retrieval.
Context7
55.0k StarsContext7 is Upstash's context-engineering toolkit for agents, helping applications manage long context windows, retrieval injection, and history compression.
Pi Mono
48.2k StarsPi Mono is a comprehensive AI agent toolkit including a coding agent CLI, unified LLM API, TUI and web UI libraries, Slack bot, and vLLM pod management for end-to-end agent development.
LiteLLM
46.6k StarsLiteLLM provides a unified interface and proxy gateway for LLM calls, simplifying multi-model switching, routing, and cost control.
Chrome DevTools MCP
39.3k StarsMCP server providing Chrome DevTools capabilities to coding agents, enabling web debugging, performance analysis, and DOM manipulation automation.
MindsDB
39.1k StarsMindsDB is a query engine for AI analytics that enables building self-reasoning agents across live data, connecting diverse data sources with AI models.
LangExtract
36.4k StarsA Python library by Google for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization, designed for data annotation and knowledge extraction workflows.
AgentGPT
36.1k StarsAgentGPT is a platform for assembling, configuring, and deploying autonomous AI Agents in your browser, allowing users to create goal-driven agents that execute tasks autonomously.
AI Engineering Hub
34.9k StarsIn-depth tutorials on LLMs, RAGs and real-world AI agent applications. Rich notebook examples for learning AI engineering practices.
One API
33.5k StarsOne API is an LLM API management and redistribution system that unifies OpenAI, Azure, Anthropic Claude, Google Gemini, DeepSeek, and more under a single API. Supports key management, redistribution, and one-click Docker deployment.
New API
32.5k StarsNew API is a unified AI model hub for aggregation and distribution, supporting cross-conversion of various LLMs into OpenAI, Claude, or Gemini-compatible formats. A centralized gateway for personal and enterprise model management.
Playwright MCP
32.4k StarsPlaywright MCP is a Microsoft MCP server exposing Playwright browser automation capabilities to AI agents, supporting web interaction, screenshots, and structured data extraction.
AstrBot
31.9k StarsAn AI Agent assistant that integrates multiple IM platforms, LLMs, plugins and AI features, supporting QQ, Telegram, Discord and more.
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