AI / LLM radar: tools and trends

Momentum based on available 7-day snapshots for AI / LLM: measured with two snapshots, estimated otherwise. Each value shows its own source window. This page reads stored snapshots only.

Radar filters

What’s changing

Of 20 comparable tools in IA / LLM, 20 are increasing, 0 are stable, and 0 are declining. @anthropic-ai/sdk has the largest measured increase: +2002761 downloads over 7 days. These movements describe only changes in metrics collected over the period.

Measured period: 2026-08-27 to 2026-09-03

Tool ranking

Mixed ranking: measured growth takes priority; entries without two snapshots are estimated. Raw values keep their source-specific window, shown under each tool; a change requires at least two snapshots from the last 7 days.

  1. 1

    App
    Active

    World's first open-source enterprise world model.

    RustLicense: Apache-2.0
    • agent-memory
    • bitemporal
    • graphrag
    • knowledge-base
    • knowledge-graph

    githubmeasured growthOpen source ↗

    2 428GitHub stars+1 596 (+191.8 %)
  2. 2

    Skill
    Active

    Data visualization Skill for AI Agents, turning data into polished, interactive HTML charts. 面向 AI Agents 的数据可视化 Skill，将数据快速生成精致、可交互的 HTML 图表。

    HTML
    • agent-skills
    • charts
    • claude-code
    • codex
    • data-visualization

    githubmeasured growthOpen source ↗

    Install git clone https://github.com/larashero3-dotcom/lieflat-charts ~/.claude/skills/lieflat-charts

    3 852GitHub stars+1 904 (+97.7 %)
  3. 3

    Agent
    Active

    Where agent teams gather. Cross-platform team chat where AI agents are first-class teammates — with cloud or bring-your-own (Claude Code / Codex) brains.

    TypeScriptLicense: MIT

      githubmeasured growthOpen source ↗

      3 430GitHub stars+249 (+7.8 %)
    • 4

      Skill
      Active

      Beautiful, AI-native markdown IDE and LLM wiki

      TypeScriptLicense: GPL-3.0
      • 2nd-brain
      • agent-skills
      • claude
      • codex
      • company-brain

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/inkeep/open-knowledge ~/.claude/skills/open-knowledge

      3 903GitHub stars+229 (+6.2 %)
    • 5

      CLI
      Active

      CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

      RustLicense: Apache-2.0
      • agentic-coding
      • ai-coding
      • anthropic
      • claude-code
      • cli

      githubmeasured growthOpen source ↗

      78 349GitHub stars+703 (+0.91 %)
    • 6

      Agent
      Active

      Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop

      JavaScriptLicense: MIT
      • agent
      • ai
      • claude
      • claude-code
      • codex

      githubmeasured growthOpen source ↗

      82 205GitHub stars+643 (+0.79 %)
    • 7

      Skill
      Active

      让 AI 写的中文读起来像一个具体的人在说话。通用创作与改稿 Skill，开箱即用。

      PythonLicense: MIT
      • agent-skills
      • chinese-writing
      • creative-writing
      • writing-skill

      githubmeasured growthOpen source ↗

      Install git clone https://github.com/KKKKhazix/human-writing ~/.claude/skills/human-writing

      3 362GitHub stars+156 (+4.9 %)
    • 8

      Agent
      Active

      Vibe-Research: Your Personal Trading Research Agent · A股/美股/港股 的个人投研 Agent：每日复盘、资讯雷达、个股数据、板块中心、我的持仓、研究记录、回测。Vibe-Research 把数据和功能配齐，由你自己的 Agent 驱动投资研究。基于开源的 Codex Harness 打造。

      TypeScriptLicense: MIT
      • a-stock
      • ai-agent
      • codex
      • codex-harness
      • dashboard

      githubmeasured growthOpen source ↗

      2 318GitHub stars+120 (+5.5 %)
    • 9

      Agent
      Active

      TradingAgents: Multi-Agents LLM Financial Trading Framework

      PythonLicense: Apache-2.0
      • agent
      • finance
      • llm
      • multiagent
      • trading

      githubmeasured growthOpen source ↗

      102 338GitHub stars+440 (+0.43 %)
    • 10

      Other
      Active

      Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

      RustLicense: Apache-2.0
      • ai-search
      • ai-search-engine
      • embeddings-similarity
      • hnsw
      • hybrid-search

      githubmeasured growthOpen source ↗

      34 347GitHub stars+116 (+0.34 %)
    • 11

      Model
      UnknownLast commit: unavailable
      • transformers
      • gguf
      • text-to-image
      • text-generation
      • image-to-text

      huggingfacemeasured growthOpen source ↗

      Transformers identifier mradermacher/Clair-3B-health-GGUF

      82Hub downloads over 30 days+8 (+10.8 %)
    • 12

      Agent
      Active

      Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

      PythonLicense: Apache-2.0
      • agent
      • ai
      • deepseek
      • fine-tuning
      • gemma

      githubmeasured growthOpen source ↗

      74 511GitHub stars+26 (+0.03 %)
    • 13

      Model
      UnknownLast commit: unavailable
      • transformers
      • safetensors
      • Hunyuan
      • text-generation
      • hunyuan

      huggingfacemeasured growthOpen source ↗

      Transformers identifier EricRollei/HunyuanImage-3.0-Instruct-INT8

      67Hub downloads over 30 days+3 (+4.7 %)
    • 14

      Library
      UnknownLast commit: unavailable

      The official Python library for the openai API

      License: Apache-2.0

        pypimeasured growthOpen source ↗

        Install pip install openai

        60 885 972downloads over 7 days-22 871 104 (-27.3 %)
      • 15

        Library
        UnknownLast commit: unavailable

        Embeddings, Retrieval, and Reranking

        • Transformer Networks
        • BERT
        • XLNet
        • sentence embedding
        • PyTorch

        pypimeasured growthOpen source ↗

        Install pip install sentence-transformers

        5 313 257downloads over 7 days-1 809 510 (-25.4 %)
      • 16

        Model
        UnknownLast commit: unavailable
        License: MIT
        • transformers
        • multi_modality
        • janus
        • multimodal
        • text-to-image

        huggingfacemeasured growthOpen source ↗

        Transformers identifier kiel2/KielGen-Fast

        318Hub downloads over 30 daysstable
      • 17

        Model
        UnknownLast commit: unavailable
        • transformers
        • safetensors
        • Hunyuan
        • text-generation
        • sdnq

        huggingfacemeasured growthOpen source ↗

        Transformers identifier Disty0/HunyuanImage3-SDNQ-uint4-svd-r32

        72Hub downloads over 30 days-2 (-2.7 %)
      • 18

        Agent
        Active

        Vane is an AI-powered answering engine.

        TypeScriptLicense: MIT
        • ai-agents
        • ai-search-engine
        • answering-engine
        • artificial-intelligence
        • llm

        githubestimated momentumOpen source ↗

        36 578GitHub stars—
      • 19

        Other
        Active

        Self-hosted AI workspace.

        PythonLicense: AGPL-3.0

          githubestimated momentumOpen source ↗

          86 416GitHub stars—

        Learning resources

        Mixed ranking: measured growth takes priority; entries without two snapshots are estimated. These resources remain available separately and do not take part in the main tool ranking.

        1. 1

          learn-claude-code

          Agent
          ActiveOpen source ↗

          Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

          PythonLicense: MIT
          • agent
          • agent-development
          • ai-agent
          • claude
          • claude-code
          githubResourcemeasured growth
          75 687GitHub stars+196 (+0.26 %)
        2. 2

          ai-engineering-hub

          Agent
          ActiveOpen source ↗

          In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

          Jupyter NotebookLicense: MIT
          • agents
          • ai
          • llms
          • machine-learning
          • mcp
          githubResourcemeasured growth
          37 263GitHub stars+63 (+0.17 %)
        3. 3

          ML-For-Beginners

          Other
          ActiveOpen source ↗

          12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

          Jupyter NotebookLicense: MIT
          • data-science
          • education
          • machine-learning
          • machine-learning-algorithms
          • machinelearning
          githubResourceestimated momentum
          90 076GitHub stars—
        4. 4

          qlib

          App
          ActiveOpen source ↗

          Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market…

          PythonLicense: MIT
          • algorithmic-trading
          • auto-quant
          • deep-learning
          • finance
          • fintech
          githubResourceestimated momentum
          48 215GitHub stars—
        5. 5

          netron

          Model
          ActiveOpen source ↗

          Visualizer for neural network, deep learning and machine learning models

          JavaScriptLicense: MIT
          • ai
          • coreml
          • deep-learning
          • deeplearning
          • keras
          githubResourceestimated momentum
          33 429GitHub stars—