Best Agent Tools Top 20

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

1

OpenClaw

381.2k 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

Ollama

175.2k Stars

Local LLM runner: open-source models callable as a single CLI binary.

llmlocalinferenceagent-tools
3

Firecrawl

142.2k Stars

Firecrawl is a web scraping and search engine designed for AI agents, converting any webpage into structured Markdown data with search, scrape, and clean capabilities for building web-data-powered AI applications.

web-scrapingsearch-enginemarkdownapi
4

llama.cpp

118.8k Stars

llama.cpp is a lightweight C/C++ inference engine that runs a wide range of open-source large language models efficiently on consumer hardware.

llm-inferencellamaggufcpp
5

Whisper

103.9k Stars

OpenAI Whisper is a multilingual speech recognition foundation model that performs high-quality English and multilingual transcription, translation and language identification locally.

speech-to-textasraudiomultimodal
6

vLLM

84.9k 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
7

DeerFlow

75.6k 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
8

Screenshot to Code

73.1k Stars

Turn screenshots, mockups, and Figma designs into clean code using AI models. Supports HTML/Tailwind, React, Vue, and other frontend frameworks.

screenshot-to-codemultimodalcode-generationdesign
9

Daytona

72.3k Stars

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

dev-environmentsandboxcodinggo
10

OpenBB

69.9k Stars

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

financedata-platformquantitativepython
11

Unsloth

67.7k Stars

Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, and gpt-oss locally, providing model fine-tuning and deployment capabilities for agent developers.

model-trainingfine-tuningllmlocal-deployment
12

Pi

66.8k Stars

Pi is a full-stack AI agent toolkit featuring a coding agent CLI, unified LLM API, TUI and Web UI libraries, Slack bot, and vLLM inference pods.

coding-agentclillmtui
13

Pi Mono

66.8k 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
14

GPT4Free

66.5k Stars

GPT4Free (g4f) is a community-driven multi-provider LLM aggregation tool uniting dozens of LLM and media-generation APIs behind a single OpenAI-compatible interface. Includes Python/JS client, Docker images, and an MCP server.

LLMOpenAI-compatibleAPI gatewaymulti-provider
15

Open Interpreter

64.2k 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
16

AnythingLLM

62.4k 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
17

Mem0

59.8k Stars

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

memoryragpersonalizationagent
18

Context7

58.4k Stars

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

contextmemoryretrievaltypescript
19

LiteLLM

52.2k Stars

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

llmgatewayproxyobservability
20

tldraw

48.4k Stars

tldraw is an infinite canvas SDK for the web; its AI integrations let agents draw, annotate, and reason visually over a shared whiteboard.

canvasgenerative-uireactwhiteboard

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