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AI tools

AI agents and orchestration

12 listings are ranked by release freshness and adoption until verified reviews arrive; then review quality, volume and vendor responsiveness join the score. Open any row to see its receipt. See the formula

  • 12 fresh released in the last 90 days
  • 0 aging no release for 90 to 179 days
  • 0 stale no release for 180 days or more

12 ranked listings

  1. ECC

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

    affaan-m No reviews yet Open source
    Updated 1 day ago
    1 95.2 =
    Show how this rank is calculated
    Rank receipt: ECC
    #1 overall · #1 in category
    95.2/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +45.2 90.4 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  2. LangChain

    Python framework for composing LLM applications from models, prompts, tools, retrievers and agents.

    LangChain No reviews yet Open source
    Updated 3 days ago
    2 93.0 =
    Show how this rank is calculated
    Rank receipt: LangChain
    #6 overall · #2 in category
    93.0/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +43.0 86.1 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  3. cc-switch

    A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

    farion1231 No reviews yet Open source
    Updated 1 day ago
    3 92.7 =
    Show how this rank is calculated
    Rank receipt: cc-switch
    #9 overall · #3 in category
    92.7/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +42.7 85.4 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  4. codex

    Lightweight coding agent that runs in your terminal

    openai No reviews yet Open source
    Updated 1 day ago
    4 92.5 =
    Show how this rank is calculated
    Rank receipt: codex
    #12 overall · #4 in category
    92.5/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +42.5 85.0 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  5. MCP Reference Servers

    Reference server implementations of the Model Context Protocol for files, Git, fetching and more.

    Model Context Protocol No reviews yet Open source
    Updated 21 days ago
    5 91.3 =
    Show how this rank is calculated
    Rank receipt: MCP Reference Servers
    #25 overall · #5 in category
    91.3/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +41.3 82.6 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  6. system-prompts-and-models-of-ai-tools

    FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qode

    x1xhlol No reviews yet Open source
    Updated 41 days ago
    6 91.3 =
    Show how this rank is calculated
    Rank receipt: system-prompts-and-models-of-ai-tools
    #26 overall · #6 in category
    91.3/100
    1. Release freshness +48.4 96.7 × 50%
    2. Adoption signals +43.0 86.0 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  7. CrewAI

    Python framework for orchestrating teams of role-based AI agents that collaborate on tasks.

    CrewAI No reviews yet Open source
    Updated 5 days ago
    7 89.8 =
    Show how this rank is calculated
    Rank receipt: CrewAI
    #47 overall · #7 in category
    89.8/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +39.8 79.5 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  8. ppt-master

    AI turns documents or topics into real, native PowerPoint decks—with native shapes, transitions and animations, data-backed charts and tables on demand, audio n

    hugohe3 No reviews yet Open source
    Updated 1 day ago
    8 89.5 =
    Show how this rank is calculated
    Rank receipt: ppt-master
    #58 overall · #8 in category
    89.5/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +39.5 79.1 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  9. CL4R1T4S

    LEAKED SYSTEM PROMPTS FOR CHATGPT, CLAUDE, GEMINI, GROK, PERPLEXITY, CURSOR, LOVABLE, REPLIT, AND MORE! - AI SYSTEMS TRANSPARENCY FOR ALL! 👐

    elder-plinius No reviews yet Open source
    Updated 11 days ago
    9 89.2 =
    Show how this rank is calculated
    Rank receipt: CL4R1T4S
    #59 overall · #9 in category
    89.2/100
    1. Release freshness +50.0 100.0 × 50%
    2. Adoption signals +39.1 78.3 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula

  10. LlamaIndex

    Data framework for connecting LLMs to private data through ingestion, indexing, retrieval and agents.

    LlamaIndex No reviews yet Open source
    Updated 33 days ago
    10 88.8 =
    Show how this rank is calculated
    Rank receipt: LlamaIndex
    #67 overall · #10 in category
    88.8/100
    1. Release freshness +49.5 99.1 × 50%
    2. Adoption signals +39.3 78.6 × 50%
    Data from GitHub Last sync Computed on Sponsorship weight 0%, never counted Read the full formula