MySoftRank
Sign in

AI tools

AI agents and orchestration

4 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

  • 4 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

4 ranked listings

  1. LangChain

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

    LangChain No reviews yet Open source
    Updated 1 day ago
    1 93.0 =
    Show how this rank is calculated
    Rank receipt: LangChain
    #5 overall · #1 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

  2. 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 19 days ago
    2 91.3 =
    Show how this rank is calculated
    Rank receipt: MCP Reference Servers
    #20 overall · #2 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

  3. CrewAI

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

    CrewAI No reviews yet Open source
    Updated 3 days ago
    3 89.8 =
    Show how this rank is calculated
    Rank receipt: CrewAI
    #39 overall · #3 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

  4. LlamaIndex

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

    LlamaIndex No reviews yet Open source
    Updated 31 days ago
    4 89.2 =
    Show how this rank is calculated
    Rank receipt: LlamaIndex
    #53 overall · #4 in category
    89.2/100
    1. Release freshness +49.9 99.7 × 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