Token efficiency

Measured catalogue entries associated with Token efficiency.

121 measured catalogue entriesSnapshot measured Oct 22, 2026Sort: Momentum

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  1. occam

    SkillActive

    Occam's razor for Claude Code and Codex: a 30-line rule set. Benchmarks vs base: 51-55% lower estimated task cost on Opus/Sonnet 5.5 max with more tests passed. 8.3% fewer tokens in a Sol 6.1 max pilot. Raw data, Docker setup and comparison video included.

    Source
    GitHub
    Language
    Python
    Last activity
    Sep 29, 2026

    Stars17Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change

  2. better-compact

    SkillActive

    Staged context pruning for OpenCode, Oh My Pi, pi, and Claude Code.

    Source
    GitHub
    Language
    TypeScript
    Last activity
    Oct 12, 2026

    Stars16Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change

  3. lossless-code

    MCP serverDormant

    DAG-based Lossless Context Management for Claude Code. Every message preserved, summaries cascade as a DAG, patterns extracted via Lossless Dream — full recall and reflection across sessions.

    Source
    GitHub
    Language
    Python
    Last activity
    May 16, 2026

    Stars15Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change

  4. tldr

    SkillActive

    Too long; didn't read — for AI coding agents. A skill that makes Claude Code, Cursor, Codex, Gemini CLI and 16 more lead with a 3-line TL;DR and fold the detail instead of burying the answer. Measured on Sonnet and Opus, every run published — including the ones that failed. Demote, don't delete.

    Source
    GitHub
    Language
    Python
    Last activity
    Sep 16, 2026

    Stars11Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  5. mcpwatch

    MCP serverUnknown

    Records MCP tool calls and itemises the token cost each server adds to your context.

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days37Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change

  6. claude-code-optimizer

    CLIDormant

    Optimize Claude Code token usage — 22 skills, 8 hooks, 6 rules. One npm install. Zero manual steps. Cut costs by 67%.

    Source
    GitHub
    Language
    Shell
    Last activity
    Mar 30, 2026

    Stars10Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change

  7. CompactPrompt

    MCP serverUnknown

    Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days33Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change

  8. io.github.dawitlabs/capsule

    MCP serverUnknown

    Compact, source-linked context packs that reduce token waste for coding agents.

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days30Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change

  9. io.github.alibaizhanov/densely

    MCP serverUnknown

    Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days28Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change

  10. mcp-agent-skills-hub

    MCP serverActive

    Molavi Agent Skills: Curated AI agent skills and MCP configs for Antigravity, Cursor, Codex & Claude — by Taghi Molavi

    Source
    GitHub
    Language
    JavaScript
    Last activity
    Sep 17, 2026

    Stars8Measured · Oct 22, 2026

    Momentum07 days · Measured · 0% relative change