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    • A
      license
      Not graded
      quality
      C
      maintenance
      Compresses tool outputs, manages token budgets, deduplicates content, and filters by relevance to optimize context window usage for AI agents.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Token compression for AI contexts, reducing token consumption by compressing conversation exchanges before they enter the LLM context window.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      ContextCrumb compresses long text, local files, and MCP catalog descriptions into denser context for LLM agents. It helps agents load more useful information into the context window and reduce token usage without turning the input into a summary.
      1
      MIT