Die Werkzeugbeschreibungen sind auf Englisch.

Token-Effizienz

Werkzeuge zur Senkung von Token-Kosten und Komprimierung von Kontext.

Anwendungsfall

Aktivität

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88

Werkzeug-Rangliste

Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    MCP
    Aktiv

    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 +…

    TypeScriptLizenz: MIT
    • agent-security
    • ai-agent-memory
    • ai-agents
    • audit-trail
    • claude-code

    githubgemessenes WachstumQuelle öffnen ↗

    8GitHub-Sternestabil
  2. 2

    Skill
    Ruhend

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

    ShellLizenz: MIT
    • ai-coding
    • claude-code
    • claude-code-plugin
    • claude-code-plugins
    • claude-code-skill

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add o4f6bgpac3/concise

    10GitHub-Sterne+2 (+25.0 %)
  3. 3

    CLI
    Ruhend

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

    ShellLizenz: MIT
    • ai
    • ai-coding
    • anthropic
    • claude
    • claude-code

    githubgemessenes WachstumQuelle öffnen ↗

    9GitHub-Sternestabil
  4. 4

    Skill
    Aktiv

    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。

    TypeScriptLizenz: MIT
    • anthropic
    • claude
    • claude-code
    • claude-code-plugin
    • cli

    githubgemessenes WachstumQuelle öffnen ↗

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

    9GitHub-Sternestabil
  5. 5

    MCP
    Aktiv

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

    PythonLizenz: Unlicense

      mcpgemessenes WachstumQuelle öffnen ↗

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

      0GitHub-Sternestabil
    • 6

      Skill
      Aktiv

      Lossless context compression plugin for Claude Code & OpenCode.

      TypeScriptLizenz: BSD-3-Clause
      • anthropic
      • chatgpt
      • claude
      • claude-code
      • claude-code-plugin

      githubgemessenes WachstumQuelle öffnen ↗

      Installieren /plugin marketplace add aerovato/magic-compact

      146GitHub-Sterne+1 (+0.69 %)
    • 7

      Skill
      Ruhend

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

      JavaScriptLizenz: MIT
      • benchmarking
      • bonsai
      • cursor
      • cursor-rules
      • developer-tools

      githubgemessenes WachstumQuelle öffnen ↗

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

      0GitHub-Sternestabil
    • 8

      Skill
      Aktiv

      Content-aware output compression for AI coding assistants. 36 specialized processors cut CLI output tokens by 60-99% (git, pytest, npm, terraform, kubectl, docker, and more) without losing errors, diffs, or stack traces.

      PythonLizenz: Apache-2.0
      • agentic-ai
      • ai-coding-assistant
      • claude-code
      • claude-code-plugin
      • cli-tools

      githubgemessenes WachstumQuelle öffnen ↗

      Installieren /plugin marketplace add ppgranger/token-saver

      142GitHub-Sterne+2 (+1.4 %)
    • 9

      MCP
      Aktiv

      Statically audits MCP tool surfaces for token cost, schema quality, and design issues.

      TypeScript

        mcpgemessenes WachstumQuelle öffnen ↗

        Remote-Server, in der MCP-Konfiguration anzugeben https://mcplint-web.vercel.app/api/mcp

        0GitHub-Sternestabil
      • 10

        MCP
        Aktiv

        Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.

        TypeScriptLizenz: Apache-2.0

          mcpgemessenes WachstumQuelle öffnen ↗

          Installieren claude mcp add tokentrust -- uvx tokentrust-cli

          0GitHub-Sternestabil
        • 11

          Skill
          Aktiv

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

          PythonLizenz: MIT
          • ai-tools
          • claude-ai
          • claude-code
          • claude-code-plugin
          • claude-skills

          githubgemessenes WachstumQuelle öffnen ↗

          Installieren /plugin marketplace add 0xhimanshu/governor

          133GitHub-Sterne+3 (+2.3 %)
        • 12

          Sonstige
          Aktiv

          Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

          Python
          • agentskills
          • claude-code
          • claude-code-skill
          • claude-plugin
          • context-engineering

          githubgemessenes WachstumQuelle öffnen ↗

          2 122GitHub-Sterne+108 (+5.4 %)
        • 13

          Skill
          Aktiv

          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

          githubgemessenes WachstumQuelle öffnen ↗

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

          117GitHub-Sternestabil
        • 14

          MCP
          Aktiv

          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.

          ShellLizenz: MIT
          • agent-skills
          • ai-agents
          • claude
          • claude-code
          • claude-code-marketplace

          githubgemessenes WachstumQuelle öffnen ↗

          115GitHub-Sterne+1 (+0.88 %)
        • 15

          Skill
          Aktiv

          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.

          JavaScriptLizenz: MIT
          • ai-tools
          • anthropic
          • claude-code
          • claude-code-plugin
          • cli-plugin

          githubgemessenes WachstumQuelle öffnen ↗

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

          103GitHub-Sterne+6 (+6.2 %)
        • 16

          Skill
          Ruhend

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

          PythonLizenz: MIT
          • anthropic
          • claude-code
          • claude-code-plugin
          • llm-tools
          • token-optimization

          githubgemessenes WachstumQuelle öffnen ↗

          Installieren /plugin marketplace add abhisekjha/pith

          98GitHub-Sternestabil
        • 17

          Skill
          Aktiv

          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).

          PythonLizenz: MIT
          • claude
          • claude-ai
          • claude-code
          • claude-code-plugin
          • claude-code-skill

          githubgemessenes WachstumQuelle öffnen ↗

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

          1GitHub-Sternestabil
        • 18

          Skill
          Ruhend

          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…

          HTMLLizenz: MIT
          • ai
          • anthropic
          • claude
          • claude-code
          • claude-skills

          githubgemessenes WachstumQuelle öffnen ↗

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

          81GitHub-Sternestabil
        • 19

          CLI
          Aktiv

          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

          githubgemessenes WachstumQuelle öffnen ↗

          1GitHub-Sternestabil
        • 20

          Skill
          Aktiv

          Agent Dashboard: Visualization and analytics for Sessions and Quota Usage. Track, analyze, and optimize token usage across providers with heatmaps, cost tracking, token counting and quota resets..

          PythonLizenz: MIT
          • agent
          • analytics
          • anthropic
          • claude-code
          • claude-code-plugin

          githubgemessenes WachstumQuelle öffnen ↗

          Installieren /plugin marketplace add JingbiaoMei/Tokdash

          67GitHub-Sterne+3 (+4.7 %)
        • 21

          Skill
          Ruhend

          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

          githubgemessenes WachstumQuelle öffnen ↗

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

          1GitHub-Sternestabil
        • 22

          Skill
          Ruhend

          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

          githubgemessenes WachstumQuelle öffnen ↗

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

          65GitHub-Sternestabil
        • 23

          CLI
          Aktiv

          Measure and shrink the token cost of Claude Code skills, tier by tier: the always-on system-prompt tax, the per-invocation body, and on-demand references, each priced at the rate it is actually billed.

          PythonLizenz: MIT
          • claude
          • claude-code
          • claude-code-skills
          • cli
          • cost-optimization

          githubgemessenes WachstumQuelle öffnen ↗

          1GitHub-Sternestabil
        • 24

          MCP
          Aktiv

          Context compression plugin for Claude Code. Automatically trims large tool output—JSON, YAML, stack traces, and logs—before it enters the context window.

          TypeScriptLizenz: MIT
          • claude-code
          • claude-code-plugin
          • context-compression
          • context-window
          • developer-tooling

          githubgemessenes WachstumQuelle öffnen ↗

          64GitHub-Sternestabil
        • 25

          Sonstige
          Ruhend

          Agent-to-Agent coordination that doesn't waste your context window. Token-efficient protocol with progressive discovery, zero-schema invocation, gRPC transport, and task lifecycle management.

          TypeScriptLizenz: MIT
          • agent-coordination
          • agent-to-agent
          • ai-protocol
          • ddd
          • grpc

          githubgemessenes WachstumQuelle öffnen ↗

          1GitHub-Sternestabil