← 回 azagents.ai

我的工具选型台。

为业务评估过的每一个 AI 项目,按我实际在用的 16 个分类归位。这不是热门榜,是一份台账:看过什么、它干什么用、归在哪一格。

这是快照,不是实时看板。星数停在 2026-06-20 那天——这页要说的是货架的形状,不是今天的数字。

评估过 126 个工具 · 16 个分类星数截至 2026-06-20

基础工具 / 其他 36

microsoft/markitdown

★ 156.5k Python

Python tool for converting files and office documents to Markdown.

microsoft/PowerToys

★ 135.3k C

Microsoft PowerToys is a collection of utilities that supercharge productivity and customization on Windows

astral-sh/uv

★ 86.6k Rust

用 Rust 写的超快 Python 包/项目管理器

PaddlePaddle/PaddleOCR

★ 83.1k Python

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

santifer/career-ops

★ 54.9k JavaScript

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

byoungd/English-level-up-tips

★ 53.8k

An advanced guide to learn English which might benefit you a lot 🎉 . 离谱的英语学习指南/英语学习教程/英语学习/学英语

twentyhq/twenty

★ 50.8k TypeScript

The open alternative to Salesforce, designed for AI.

chopratejas/headroom

★ 41.4k Python

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

moeru-ai/airi

★ 41.1k TypeScript

💖🧸 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.

pbakaus/impeccable

★ 39.8k JavaScript

让你的 AI harness 更懂设计的"设计语言"(你深挖过)

apple/container

★ 39.1k Swift

A tool for creating and running Linux containers using lightweight virtual machines on a Mac. It is written in Swift, and optimized for Apple silicon.

mattermost/mattermost

★ 38.1k TypeScript

Mattermost is an open source platform for secure collaboration across the entire software development lifecycle..

tinyhumansai/openhuman

★ 32.7k Rust

Your Personal AI super intelligence. Private, Simple and extremely powerful.

lucide-icons/lucide

★ 23.1k TypeScript

社区维护的精美一致图标库(Feather Icons 分支)

Open-LLM-VTuber/Open-LLM-VTuber

★ 11.7k Python

Talk to any LLM with hands-free voice interaction, voice interruption, and Live2D taking face running locally across platforms

rmyndharis/OpenWA

★ 9.6k TypeScript

Free, Open Source, Self-Hosted WhatsApp API Gateway

dograh-hq/dograh

★ 4.5k Python

Open source voice AI platform. Self-hosted alternative to Vapi and Retell. On Prem, BYOK across Speech to Speech or LLM/STT/TTS, with a visual workflow builder, MCP native and telephony support.

st-tech/ppf-contact-solver

★ 4.1k Python

A contact solver for physics-based simulations involving 👚 shells, 🪵 solids and 🪢 rods.

zakirullin/files.md

★ 3.7k Go

🌱 Private, quiet space for thinking. Simple app for .md files. LLM-friendly.

music-assistant/server

★ 2.7k Python

Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike.

longbridge/skills

★ 27 Python

长桥出品的 Claude Code 技能(A股 / agent-skills)

Agent CLI / 编码 Agent 19

github/spec-kit

★ 114.3k Python

💫 Toolkit to help you get started with Spec-Driven Development

openai/codex

★ 92.3k Rust

跑在终端里的轻量编码 agent(OpenAI)

colbymchenry/codegraph

★ 52.3k TypeScript

Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

aaif-goose/goose

★ 49.9k Rust

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

HKUDS/CLI-Anything

★ 43.5k Python

"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/

jackwener/OpenCLI

★ 24.8k JavaScript

把任意网站变成 CLI,让 AI agent 用你已登录的浏览器

coleam00/Archon

★ 22.9k TypeScript

开源 AI coding harness 构建器:YAML 定义工作流,确定性步骤(测试/git/bash)与 AI 节点(规划/生成/审查)混排,让 AI 编码可确定、可重复(自比 Dockerfile 之于基础设施)

can1357/oh-my-pi

★ 13.6k TypeScript

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

alibaba/open-code-review

★ 8.0k Go

Open-source & free — Battle-tested at Alibaba's scale. Hybrid architecture code review tool: deterministic pipelines + LLM Agent, precise line-level comments, built-in fine-tuned ruleset (NPE, thread-safety, XSS, SQL injection), OpenAI & Anthropic compatible.

revfactory/harness

★ 7.1k HTML

A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use.

google/agents-cli

★ 3.0k Python

Google 出品,把编码助手变成在 Google Cloud 上建/评/部署 AI agent 的专家

liaohch3/claude-tap

★ 1.9k Python

Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, Kimi/Kimi Code, Pi, and Hermes in a local trace viewer.

Claude 技能 & 生态合集 12

affaan-m/ECC

★ 218.8k JavaScript

Claude Code 的 agent harness 性能优化系统:技能/直觉/记忆/安全 + research-first 开发

google/skills

★ 14.0k Python

Agent Skills for Google products and technologies

NVIDIA/SkillSpector

★ 8.6k Python

Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.

microsoft/SkillOpt

★ 8.4k Python

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

cursor/plugins

★ 2.1k TypeScript

Cursor plugin specification and official plugins

浏览器自动化 Agent 11

browser-use/browser-use

★ 99.7k Python

让网站对 AI agent 可用、轻松自动化网页任务(浏览器自动化主框架)

huseyinstif/oculos

★ 125 Rust

If it's on the screen, it's an API. Control any desktop app via REST + MCP. Rust.

open-gsd/gsd-browser

★ 26 Rust

为 AI agent 打造的原生浏览器自动化 CLI,基于 CDP,63 个命令

视频自动化 / HyperFrames 10

harry0703/MoneyPrinterTurbo

★ 90.3k Python

利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.

图谱记忆 / Memory 6

thedotmack/claude-mem

★ 83.4k JavaScript

跨会话持久记忆:捕获 agent 所做、AI 压缩后再注入(你深挖过)

safishamsi/graphify

★ 69.9k Python

AI 编码助手技能,把任意代码/SQL/脚本目录变成知识图谱

getzep/graphiti

★ 27.7k Python

给 AI agent 建实时知识图谱(Zep 出品)

screenpipe/screenpipe

★ 19.4k Rust

YC (S26) | AI that knows what you've seen, said, or heard. Records everything you do, say, hear 24/7, local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps

aexy-io/graphzep

★ 20 TypeScript

基于 Zep 论文的时序知识图谱记忆系统(TypeScript)

Anthropic 官方 SDK/工具 5

Hermes / NousResearch Agent 5

广告 MCP 5

AgriciDaniel/claude-ads

★ 6.3k Python

给 Claude Code 的付费广告审计/优化技能,跨 Google/Meta/YouTube 等 250+ 检查项

cohnen/mcp-google-ads

★ 641 Python

把 Google Ads 接入 Claude/Cursor 的 MCP 工具,用自然语言分析广告数据

amekala/ads-mcp

★ 61 Jupyter Notebook

跨 Google/Meta/LinkedIn/TikTok 管广告的 MCP,100+ 工具做创建与分析

WordPress / 网站 4

量化 / 金融数据 4

地图 / 地理 3

Fear & Greed / 情绪指标数据 2

抓取 / 数据采集 2

yt-dlp/yt-dlp

★ 172.0k Python

功能丰富的命令行音视频下载器

D4Vinci/Scrapling

★ 65.2k Python

自适应网页抓取框架,从单请求到全站爬取都能扛

Agent 框架 1

xai-org/grok-build

★ 15.9k Rust

xAI's terminal AI coding agent (open-sourced 2026-07-16). Rust, 62 crates.

可观测 / Trace 1

langfuse/langfuse

★ 29.4k TypeScript

🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23