人工智能

Top 20 AI agent frameworks on GitHub

The stars race between agent toolkits

更新于 2 min ago · GitHub stars (stars)

为什么是这20个

Ranked by GitHub stars: how many developers bookmarked the project. Stars measure attention, not quality, so each row also shows forks, open issues, licence and the last push.

1

morluto/rea

Reverse engineer anything with agents, from app behavior down to native binaries.

338,623 stars 85,477 forks1,279 open issuesTypeScriptlast push 2026-10-20MIT
2

affaan-m/ECC

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode,...

284,228 stars 42,218 forks247 open issuesJavaScriptlast push 2026-10-20MIT
3

NousResearch/hermes-agent

The agent that grows with you

255,322 stars 55,583 forks50,107 open issuesPythonlast push 2026-10-20MIT
4

deepseek-ai/deepseek-harness

DeepSeek Harness: Everything is a Plugin.

254,696 stars 30,784 forks0 open issuesTypeScriptlast push 2026-10-17MIT
5

firecrawl/firecrawl

Supercharge your AI agents with data from the web and beyond. Building the library for superintelligence. 🔥

193,142 stars 10,196 forks631 open issuesTypeScriptlast push 2026-10-20AGPL-3.0
6

DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

168,241 stars 9,146 forks38 open issuesJavaScriptlast push 2026-10-18MIT
7

langchain-ai/langchain

The agent engineering platform.

148,101 stars 24,855 forks664 open issuesPythonlast push 2026-10-20MIT
8

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and...

129,266 stars 12,467 forks1,567 open issuesPythonlast push 2026-10-16Apache-2.0
9

browser-use/browser-use

Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.

118,572 stars 13,159 forks559 open issuesPythonlast push 2026-10-17MIT
10

google-gemini/gemini-cli

An open-source AI agent that brings the power of Gemini directly into your terminal.

107,459 stars 14,745 forks749 open issuesTypeScriptlast push 2026-10-20Apache-2.0
11

paperclipai/paperclip

The open-source app everyone uses to manage agents at work

104,834 stars 17,477 forks6,236 open issuesTypeScriptlast push 2026-10-20MIT
12

thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant...

101,833 stars 8,961 forks96 open issuesTypeScriptlast push 2026-10-20Apache-2.0
13

Leonxlnx/taste-skill

Agent skills that give coding agents taste: art direction, reference images and a browser check instead of generic AI pages

99,450 stars 6,766 forks2 open issuesJavaScriptlast push 2026-10-19MIT
14

stablyai/orca

Orca is the place for working with a fleet of agents (e.g. Grok Bot, Claude Code). Run any coding agent with your own subscription. Available on desktop,...

98,501 stars 6,285 forks8,624 open issuesTypeScriptlast push 2026-10-20MIT
15

infiniflow/ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior...

92,501 stars 11,042 forks1,376 open issuesGolast push 2026-10-20Apache-2.0
16

tt-a1i/archify

Turn any idea, plan, or codebase into a beautiful interactive diagram. An agent skill for Claude Code, Codex, and more.

85,934 stars 5,850 forks259 open issuesJavaScriptlast push 2026-10-20MIT
17

unclecode/crawl4ai

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key....

85,876 stars 8,930 forks268 open issuesPythonlast push 2026-10-20Apache-2.0
18

bytedance/deer-flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and...

84,167 stars 11,753 forks947 open issuesPythonlast push 2026-10-20MIT
19

dair-ai/Prompt-Engineering-Guide

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

79,355 stars 8,712 forks288 open issuesMDXlast push 2026-03-11MIT
20

diegosouzapw/OmniRoute

Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with...

78,586 stars 11,420 forks311 open issuesTypeScriptlast push 2026-10-20MIT