Best Agent Tools Top 20

Top 20 most popular open-source Agent Tools projects, ranked by GitHub Stars.

1

OpenClaw

370.9k Stars

OpenClaw is an open-source personal AI assistant platform supporting 25+ messaging channels (WhatsApp, Telegram, Slack, etc.) with multi-LLM integration and personal knowledge management.

assistantmulti-channelllmpersonal-ai
2

vLLM

79.7k Stars

A high-throughput and memory-efficient inference and serving engine for LLMs, featuring PagedAttention, continuous batching, and optimized KV cache management for production deployments.

llmpythonframeworkapi
3

Daytona

72.4k Stars

Daytona provides secure development-environment infrastructure for coding agents and automation workflows, serving as a runtime base for remote execution tasks.

dev-environmentsandboxcodinggo
4

OpenBB

67.4k Stars

A financial data platform for analysts, quants and AI agents, providing comprehensive financial data access across stocks, crypto, economics and more.

financedata-platformquantitativepython
5

DeerFlow

67.0k Stars

An 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.

super-agentmulti-agentresearchcoding
6

Open Interpreter

63.5k Stars

Open Interpreter is a natural language interface for computers that lets LLMs run code locally to perform file operations, data analysis, and system management tasks.

interpretercode-executionnatural-languagepython
7

AnythingLLM

59.9k Stars

AnythingLLM 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.

chatbotragknowledge-baselocal-llm
8

Mem0

55.4k Stars

Mem0 is a long-term memory layer for AI agents, supporting cross-session memory management and personalized context retrieval.

memoryragpersonalizationagent
9

Context7

55.0k Stars

Context7 is Upstash's context-engineering toolkit for agents, helping applications manage long context windows, retrieval injection, and history compression.

contextmemoryretrievaltypescript
10

Pi Mono

48.2k Stars

Pi 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.

agent-toolkitclillm-apitypescript
11

LiteLLM

46.6k Stars

LiteLLM provides a unified interface and proxy gateway for LLM calls, simplifying multi-model switching, routing, and cost control.

llmgatewayproxyobservability
12

Chrome DevTools MCP

39.3k Stars

MCP server providing Chrome DevTools capabilities to coding agents, enabling web debugging, performance analysis, and DOM manipulation automation.

mcpchrome-devtoolsbrowser-debugtypescript
13

MindsDB

39.1k Stars

MindsDB is a query engine for AI analytics that enables building self-reasoning agents across live data, connecting diverse data sources with AI models.

ai-analyticsagentdata-integrationquery-engine
14

LangExtract

36.4k Stars

A 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.

data-processingllmpythontools
15

AgentGPT

36.1k Stars

AgentGPT 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.

autonomous-agentai-agentagent-platformnextjs
16

AI Engineering Hub

34.9k Stars

In-depth tutorials on LLMs, RAGs and real-world AI agent applications. Rich notebook examples for learning AI engineering practices.

ragagentllmpython
17

One API

33.5k Stars

One 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.

api-gatewayllm-apiopenaiclaude
18

New API

32.5k Stars

New 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.

api-gatewayai-gatewayopenaiclaude
19

Playwright MCP

32.4k Stars

Playwright MCP is a Microsoft MCP server exposing Playwright browser automation capabilities to AI agents, supporting web interaction, screenshots, and structured data extraction.

mcpbrowser-automationtestingmicrosoft
20

AstrBot

31.9k Stars

An AI Agent assistant that integrates multiple IM platforms, LLMs, plugins and AI features, supporting QQ, Telegram, Discord and more.

chatbotim-integrationmcpllm

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