Popular scenarios

Choose AI tools by objective

View all categories

Evaluate a tool you noticed

Stars / use case / adoption friction

  1. 1Search the tool name
  2. 2Check category and weekly growth
  3. 3Continue to data or ranking
Open ranking DB

Automation for non-engineers

Business task / no-code / diagnosis

  1. 1Choose the task to solve
  2. 2Compare no-code options
  3. 3Continue to diagnosis or data
Start diagnosis

Check new AI tools

New signals / public data / next action

  1. 1Open new signals
  2. 2Check public data
  3. 3Continue to category or diagnosis
View new tools

Developer tool research

MCP / code generation / RAG / browser control

  1. 1Pick a category
  2. 2Check GitHub traction
  3. 3Judge with use-case data
Open dev category

Do not choose by name alone

Check public data

Filter by use case

GitHub data

Fast-rising GitHub stars

Open full ranking
a

agency-agents

エージェント

msitarzewski/agency-agents

エージェントShell

Ranking

Overall ranking

View ranking

GitHub star TOP 3

2026

Top three repositories by GitHub stars

n8n logo
18.9万

n8n

Code generation

n8n-io/n8n / TypeScript

+56/wGitHub
2
E
18.8万

ECC

Code generation

affaan-m/ECC / JavaScript

+106/wGitHub
3
AG
18.4万

AutoGPT

エージェント

Significant-Gravitas/AutoGPT / Python

+2/wGitHub

Check points

Three checks before adoption

Use case, traction, and comparison axis first.

Use case

Goal / pricing / adoption friction

Traction

Star growth / downloads / launches

Axis

Agents / MCP / SaaS / RAG

Flow

Three steps

01

Sync public data

GitHub / HuggingFace / Product Hunt

02

Bundle by use case

Chatbot / automation / RAG / code

03

Move to action

Ranking / diagnosis / Chatbase / Make

Open AI signals

AI signals

Latest AI signals

GitHub / HuggingFace / Product Hunt changes.

Open AI signals

Rising on GitHub

Hermes Agent

NousResearch/hermes-agent

Code generationPython
16.3万+462/w

cc-switch

farion1231/cc-switch

Code generationRust
7.8万+244/w

agency-agents

msitarzewski/agency-agents

エージェントShell
10.4万+150/w

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Grow your store profits with agents that know how to sell

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Give your agent a real number and voice to make calls.

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Guide

When unsure, start from the use case

Chatbots / automation / AI app builders