令牌效率

工具排名

Ranked by creation date, newest first; undated entries come last. 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。

1. 1

   usage-aware-claude-statusline

   CLI

   活跃最近提交：2 个月前 · 2026-06-29

   Usage-aware status line for Claude Code: session & weekly rate-limit gauges with reset countdowns and a precise context-window meter, plus tokens, git & weather. Template-driven and extensible — set it up by chatting with Claude or via a…

   Python

   • ccusage-alternative
   • claude-code
   • claude-code-skills
   • claude-code-statusline
   • context-window

   github2 个月前创建实测增长打开来源 ↗

   1GitHub 星标稳定
2. 2

   io.github.dawitlabs/capsule

   MCP

   活跃最近提交：2 个月前 · 2026-07-03

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

   TypeScript许可证: MIT

   mcp2 个月前创建实测增长打开来源 ↗

   安装 claude mcp add capsule -- npx capsulectx

   4GitHub 星标稳定
3. 3

   token-efficiency

   技能

   活跃最近提交：2 个月前 · 2026-06-17

   A Claude Code plugin that shows exactly where your AI coding session wasted tokens — and how to fix it. Flags waste, never quality. Runs locally.

   Python许可证: MIT

   • agent-skills
   • anthropic
   • claude-code
   • claude-code-plugin
   • claude-code-skills

   github2 个月前创建实测增长打开来源 ↗

   安装 /plugin marketplace add Jimmynycu/token-efficiency

   2GitHub 星标稳定
4. 4

   Agent Booster

   MCP

   活跃最近提交：54 天前 · 2026-07-11

   Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.

   ↓ 55 下载/周Python许可证: MIT

   mcp2 个月前创建实测增长打开来源 ↗

   安装 claude mcp add agent-booster -- uvx agent-booster

   1GitHub 星标稳定
5. 5

   io.github.JesusGarcia9009/lethe

   MCP

   活跃最近提交：56 天前 · 2026-07-10

   Context GC for LLM agents: offload large tool outputs and recall them to save tokens.

   Python许可证: Unlicense

   mcp2 个月前创建实测增长打开来源 ↗

   安装 claude mcp add lethe -- uvx lethe-llm-context

   0GitHub 星标稳定
6. 6

   CompactPrompt

   MCP

   活跃最近提交：42 天前 · 2026-07-24

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

   ↓ 27 下载/周Python许可证: MIT

   mcp2 个月前创建实测增长打开来源 ↗

   安装 claude mcp add compactprompt -- uvx compactprompt

   0GitHub 星标稳定
7. 7

   claude-mini-hud

   技能

   活跃最近提交：8 天前 · 2026-08-27

   对标 claude-hud 核心功能，控制在 7 行以内更轻量。内置 13 个国产大模型平台用量查询 (智谱 GLM / MiniMax / DeepSeek / Kimi / StepFun / SiliconFlow 等)，第三方代理用户也能实时看到额度消耗。

   TypeScript许可证: MIT

   • anthropic
   • claude
   • claude-code
   • claude-code-plugin
   • cli

   github2 个月前创建实测增长打开来源 ↗

   安装 /plugin marketplace add zander-zyx/claude-mini-hud

   10GitHub 星标+1 (+11.1 %)
8. 8

   skillreaper

   MCP

   活跃最近提交：4 天前 · 2026-08-30

   Cut context bloat in your AI-agent stack: find and safely prune unused skills, MCP servers and subagents from real transcript evidence

   Go许可证: MIT

   • agent-skills
   • ai-agents
   • anthropic
   • claude-code
   • claude-code-plugin

   github2 个月前创建实测增长打开来源 ↗

   55GitHub 星标+1 (+1.9 %)
9. 9

   permafrost

   技能

   活跃最近提交：2 个月前 · 2026-06-23

   Freeze Claude Code's prompt prefix so DeepSeek's automatic cache always hits — alignment proxy + coalescing + keepalive, installable as a CC plugin. Measured 64% cheaper on real Claude Code traffic.

   Python许可证: MIT

   • cache-optimization
   • claude-code
   • claude-code-plugin
   • cost-optimization
   • deepseek

   github2 个月前创建实测增长打开来源 ↗

   安装 /plugin marketplace add jianzhichun/permafrost

   21GitHub 星标稳定
10. 10

    llmtrim

    MCP

    活跃最近提交：18 天前 · 2026-08-17

    MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

    ↓ 171 下载/周Rust许可证: MPL-2.0

    mcp2 个月前创建实测增长打开来源 ↗

    安装 claude mcp add llmtrim -- npx @llmtrim/cli

    222GitHub 星标稳定
11. 11

    io.github.shivam-app-developers/ai-optimizer

    MCP

    活跃最近提交：32 天前 · 2026-08-03

    MCP server that cuts AI coding agent token usage via framework-aware context optimization

    ↓ 19 下载/周TypeScript许可证: NOASSERTION

    mcp3 个月前创建实测增长打开来源 ↗

    安装 claude mcp add ai-optimizer -- npx @ai-optimizer/core

    0GitHub 星标稳定
12. 12

    lazy-cat

    技能

    活跃最近提交：2 个月前 · 2026-06-11

    Claude Code skills for developers who code like cats — never more effort than the problem requires.

    JavaScript许可证: MIT

    • ai-productivity
    • anthropic
    • cat
    • claude
    • claude-code

    github3 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/albertobarnabo/lazy-cat ~/.claude/skills/lazy-cat

    50GitHub 星标稳定
13. 13

    contextforge

    技能

    休眠最近提交：3 个月前 · 2026-06-01

    Agent context gate for Codex, Claude Code, Copilot, MCP, Cursor, Cline, Gemini and Windsurf repos

    TypeScript

    • agent-readiness
    • ai-security
    • claude-agents
    • claude-code
    • cli

    github3 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/grnbtqdbyx-create/contextforge ~/.claude/skills/contextforge

    1GitHub 星标稳定
14. 14

    context-graph-compressor

    技能

    休眠最近提交：3 个月前 · 2026-05-30

    Convert long AI conversations into portable conversation state graphs for LLM handoffs.

    许可证: MIT

    • age
    • agent
    • ai
    • chatgpt
    • claude-ai

    github3 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/Adityapal67/context-graph-compressor ~/.claude/skills/context-graph-compressor

    35GitHub 星标稳定
15. 15

    opencode-skill

    技能

    活跃最近提交：59 天前 · 2026-07-07

    Claude Code skill — delegate coding tasks to Opencode, supervise via git diff & save 50-90% Claude token usage

    Python

    • claude
    • claude-skills
    • delegation
    • opencode
    • orchestration

    github3 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/pcx-wave/opencode-skill ~/.claude/skills/opencode-skill

    17GitHub 星标+1 (+6.2 %)
16. 16

    Spiderbrain-V3

    技能

    休眠最近提交：3 个月前 · 2026-06-04

    SpiderBrain v3 is a multi-platform skill/framework to reduce token usage and AI hallucinations across Claude, Cursor, and other AI tools.

    • agent-skills
    • ai
    • ai-agents
    • anthropic
    • claude

    github3 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/abhishek-performdigital/Spiderbrain-V3 ~/.claude/skills/Spiderbrain-V3

    65GitHub 星标稳定
17. 17

    ppt-report-skills

    技能

    休眠最近提交：3 个月前 · 2026-06-03

    A Claude Code skill for web report decks — richer ECharts charts, one file per slide (edit one page, save tokens), and complex structure diagrams. 16:9 & vertical, PDF/image export.网页版 PPT 汇报的 Claude Code skill：ECharts 把数据画得更好看、每页一个文件改一页省…

    HTML许可证: MIT

    • ai
    • anthropic
    • claude
    • claude-code
    • claude-skills

    github3 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/myunwang/ppt-report-skills ~/.claude/skills/ppt-report-skills

    81GitHub 星标稳定
18. 18

    io.github.eralpozcan/vision-squeezer

    MCP

    活跃最近提交：44 天前 · 2026-07-22

    Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen

    ↓ 53 下载/周Rust许可证: NOASSERTION

    mcp3 个月前创建实测增长打开来源 ↗

    安装 claude mcp add vision-squeezer -- npx vision-squeezer

    2GitHub 星标稳定
19. 19

    vibe-skill

    技能

    活跃最近提交：23 天前 · 2026-08-11

    Claude Code skill — delegate coding tasks to Mistral Vibe, supervise via git diff & save 50-90% Claude token usage

    Shell

    • claude
    • claude-ai
    • claude-ai-skills
    • claude-code
    • claude-skill

    github3 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/pcx-wave/vibe-skill ~/.claude/skills/vibe-skill

    117GitHub 星标稳定
20. 20

    rosetta

    其他

    休眠最近提交：3 个月前 · 2026-05-12

    Translate any language to English before Claude processes it. ~49% token savings combined with caveman.

    Python许可证: MIT

    • claude-code
    • claude-code-skill
    • developer-tools
    • llm
    • multilingual

    github3 个月前创建实测增长打开来源 ↗

    2GitHub 星标稳定
21. 21

    claude-handoff-revive

    技能

    活跃最近提交：2 个月前 · 2026-06-25

    Resume Claude Code work after rate/usage/context limits without replaying the prior transcript. Auto-saves at 90%/95% usage. Plugin-installable, 10 languages.

    PowerShell许可证: MIT

    • checkpoint
    • claude-code
    • claude-code-plugin
    • claude-code-skills
    • context

    github3 个月前创建实测增长打开来源 ↗

    安装 /plugin marketplace add sofumel/claude-handoff-revive

    6GitHub 星标稳定
22. 22

    governor

    技能

    活跃最近提交：2 个月前 · 2026-06-20

    Claude Code usage governor: compact professional output, context slimming, tool-output filtering, telemetry, and drift guardrails.

    Python许可证: MIT

    • ai-tools
    • claude-ai
    • claude-code
    • claude-code-plugin
    • claude-skills

    github4 个月前创建实测增长打开来源 ↗

    安装 /plugin marketplace add 0xhimanshu/governor

    133GitHub 星标+2 (+1.5 %)
23. 23

    bonsai

    技能

    休眠最近提交：4 个月前 · 2026-04-22

    Drop-in Cursor rules to cut AI response tokens (no filler/hedging, preserve code + technical strings). Includes local, reproducible benchmarks.

    JavaScript许可证: MIT

    • benchmarking
    • bonsai
    • cursor
    • cursor-rules
    • developer-tools

    github4 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/marcomondelli/bonsai ~/.claude/skills/bonsai

    0GitHub 星标稳定
24. 24

    webfetch

    技能

    活跃最近提交：43 天前 · 2026-07-23

    Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with…

    Python许可证: MIT

    • agent-memory
    • agent-skills
    • agentic-workflow
    • agents
    • anthropic

    github4 个月前创建实测增长打开来源 ↗

    安装 git clone https://github.com/firish/webfetch ~/.claude/skills/webfetch

    55GitHub 星标稳定