工具说明为英文。

令牌效率

降低令牌成本并压缩上下文的工具。

用途

活跃度

排序方式

88

工具排名

按实测增长排序，并在不同来源间归一化。 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

    其他
    休眠

    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

    github实测增长打开来源 ↗

    2GitHub 星标稳定
  2. 2

    MCP
    休眠

    Audit MCP servers, skills, and CLAUDE.md bloat eating your Claude Code context window.

    Python许可证: MIT
    • claude
    • claude-code
    • claude-code-plugin
    • cli
    • context-window

    github实测增长打开来源 ↗

    35GitHub 星标稳定
  3. 3

    技能
    活跃

    Governance framework for AI coding agents. It runs them through a five-step workflow (plan, build, review, test, ship) where no step counts as done without evidence. Drop-in rules and guardrails for Claude Code, Codex, Cursor, Copilot, and…

    Python许可证: MIT
    • agent-framework
    • agent-orchestration
    • agentic-development
    • agents-md
    • ai-agent

    github实测增长打开来源 ↗

    安装 git clone https://github.com/KbWen/agentic-os ~/.claude/skills/agentic-os

    155GitHub 星标+8 (+5.4 %)
  4. 4

    MCP
    活跃

    Tinder for your Claude Code skills, subagents and MCP servers. Swipe away what wastes context, scan for prompt injection, get honest token costs. Fixes what it finds and actually deletes. Zero dependencies, Claude Code + Codex.

    Shell许可证: MIT
    • agent-skills
    • ai-agents
    • claude
    • claude-code
    • claude-code-marketplace

    github实测增长打开来源 ↗

    115GitHub 星标+1 (+0.88 %)
  5. 5

    技能
    活跃

    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

    github实测增长打开来源 ↗

    安装 /plugin marketplace add Jimmynycu/token-efficiency

    2GitHub 星标稳定
  6. 6

    技能
    休眠

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

    许可证: MIT
    • age
    • agent
    • ai
    • chatgpt
    • claude-ai

    github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
  7. 7

    技能
    活跃

    Compact Claude Code statusline — zero-dependency, crash-free on Windows

    TypeScript许可证: MIT
    • claude
    • claude-code
    • claude-code-plugin
    • context-window
    • deepseek

    github实测增长打开来源 ↗

    安装 /plugin marketplace add WaterTian/cc-hud

    8GitHub 星标稳定
  8. 8

    MCP
    活跃

    Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% fewer context tokens), every tool call lands in a tamper-evident HMAC audit chain, and skills are AST-scanned +…

    TypeScript许可证: MIT
    • agent-security
    • ai-agent-memory
    • ai-agents
    • audit-trail
    • claude-code

    github实测增长打开来源 ↗

    8GitHub 星标稳定
  9. 9

    技能
    活跃

    Eco mode for Claude Code. /eco: -31% to -73% output tokens with critical findings intact; /eco-max: up to -75% with lowered effort. Measured hardest on Claude Fable 5 (fable5), deep-studied on Sonnet 5, works on Opus 4.8 too. We publish our…

    JavaScript许可证: MIT
    • ai-agents
    • anthropic
    • claude
    • claude-ai
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add sup3x/claude-code-eco

    33GitHub 星标稳定
  10. 10

    技能
    休眠

    Say more with less. Claude Code skill/plugin that cuts ~60-70% of output tokens while keeping natural, readable English.

    Shell许可证: MIT
    • ai-coding
    • claude-code
    • claude-code-plugin
    • claude-code-plugins
    • claude-code-skill

    github实测增长打开来源 ↗

    安装 /plugin marketplace add o4f6bgpac3/concise

    11GitHub 星标+2 (+22.2 %)
  11. 11

    技能
    休眠

    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

    github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
  12. 12

    技能
    活跃

    Claude Code plugin that tracks token usage, identifies wasted context, and saves 30-50% on API costs. Heatmaps, ROI reports, budget alerts, efficiency scores, git-aware suggestions — all local, zero config.

    JavaScript许可证: MIT
    • ai-tools
    • anthropic
    • claude-code
    • claude-code-plugin
    • cli-plugin

    github实测增长打开来源 ↗

    安装 /plugin marketplace add egorfedorov/claude-context-optimizer

    105GitHub 星标+4 (+4.0 %)
  13. 13

    技能
    活跃

    Restore prior Claude Code AND Codex sessions with zero LLM calls. Cross-tool session handoff, cache-expiry prevention, real cost dashboard. One plugin, both hosts.

    JavaScript许可证: Apache-2.0
    • anthropic-api
    • api-cost
    • billing-analytics
    • cache-management
    • claude-code

    github实测增长打开来源 ↗

    安装 /plugin marketplace add ww-w-ai/super-token-saver

    31GitHub 星标稳定
  14. 14

    技能
    活跃

    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

    github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 %)
  15. 15

    MCP
    活跃

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

    TypeScript许可证: MIT

      mcp实测增长打开来源 ↗

      安装 claude mcp add capsule -- npx capsulectx

      4GitHub 星标稳定
    • 16

      技能
      活跃

      Rolling context compression for Claude Code — never hit the context wall. Auto-compresses old messages while keeping recent context verbatim. Zero config, zero latency. Works as a Claude Code plugin.

      Python许可证: MIT
      • ai-agent
      • ai-coding
      • anthropic
      • claude
      • claude-code

      github实测增长打开来源 ↗

      安装 /plugin marketplace add NodeNestor/claude-rolling-context

      31GitHub 星标稳定
    • 17

      技能
      活跃

      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

      github实测增长打开来源 ↗

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

      6GitHub 星标稳定
    • 18

      技能
      活跃

      23 Claude Code plugins: TDD enforcement hooks, git/PR workflows, spec-driven development, code review, project lifecycle, fix-from-error, maintenance automation, context optimization, research, and multi-LLM delegation. 186 skills, 128…

      Python许可证: MIT
      • ai-agents
      • architecture-patterns
      • awesome-claude-code
      • awesome-claude-skills
      • claude-agents

      github实测增长打开来源 ↗

      安装 git clone https://github.com/athola/claude-night-market ~/.claude/skills/claude-night-market

      335GitHub 星标+3 (+0.90 %)
    • 19

      技能
      活跃

      A skill that shrink noisy log/output 60-90% before read — filter, group, dedupe, truncate. Cut token, cut cost, keep signal. By Dhayalan (aka Joy).

      Python许可证: MIT
      • claude
      • claude-ai
      • claude-code
      • claude-code-plugin
      • claude-code-skill

      github实测增长打开来源 ↗

      安装 /plugin marketplace add Da-ya7/PromptCompressor-skill

      1GitHub 星标稳定
    • 20

      技能
      活跃

      20 power-user skills for Claude Code: session memory and consolidation, context compression, multi-agent orchestration, adversarial bug hunting, security review, calibrated estimation and decision archaeology. Drop-in SKILL.md files. Built…

      许可证: MIT
      • agent-skills
      • ai-agent
      • ai-coding
      • ai-developer-tools
      • ai-workflow

      github实测增长打开来源 ↗

      安装 git clone https://github.com/irfad7/claude-power-skills ~/.claude/skills/claude-power-skills

      4GitHub 星标稳定
    • 21

      技能
      休眠

      Give your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.

      Python
      • agent-teams
      • ai-agents
      • anthropic
      • claude
      • claude-ai

      github实测增长打开来源 ↗

      安装 /plugin marketplace add Gr122lyBr/claude-teams-brain

      26GitHub 星标稳定
    • 22

      技能
      休眠

      Pith is the hook that makes Claude Code sessions last 3x longer.

      Python许可证: MIT
      • anthropic
      • claude-code
      • claude-code-plugin
      • llm-tools
      • token-optimization

      github实测增长打开来源 ↗

      安装 /plugin marketplace add abhisekjha/pith

      98GitHub 星标稳定
    • 23

      CLI
      休眠

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

      Shell许可证: MIT
      • ai
      • ai-coding
      • anthropic
      • claude
      • claude-code

      github实测增长打开来源 ↗

      9GitHub 星标稳定
    • 24

      技能
      活跃

      Profile Claude Code context, discover repeated workflows, and regression-test your skills. Local-only, zero-dependency.

      Python许可证: MIT
      • agent-skills
      • anthropic
      • claude-code
      • claude-code-plugin
      • claude-code-plugins

      github实测增长打开来源 ↗

      安装 /plugin marketplace add nks0614/harnessay

      5GitHub 星标+2 (+66.7 %)
    • 25

      技能
      活跃

      Tech-lead orchestration for Claude Code — the top-tier model (Fable) keeps architecture & decisions, cheap subagents (Sonnet/Opus) do the routine and the digging. Save tokens without losing quality.

      许可证: MIT
      • agent-skills
      • ai-agents
      • anthropic
      • claude
      • claude-code

      github实测增长打开来源 ↗

      安装 /plugin marketplace add AndyShaman/senior-fable

      25GitHub 星标+2 (+8.7 %)