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Token-Effizienz

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

Anwendungsfall

Aktivität

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98

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

    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
  2. 2

    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
  3. 3

    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
  4. 4

    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
  5. 5

    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
  6. 6

    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
  7. 7

    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
  8. 8

    Skill
    Aktiv

    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…

    PythonLizenz: MIT
    • agent-memory
    • agent-skills
    • agentic-workflow
    • agents
    • anthropic

    githubgemessenes WachstumQuelle öffnen ↗

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

    55GitHub-Sternestabil
  9. 9

    MCP
    Aktiv

    Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

    ↓ 27 Downloads/WocheJavaScriptLizenz: MIT

      mcpgemessenes WachstumQuelle öffnen ↗

      Installieren claude mcp add comparedge-llm-cost -- npx @comparedge/llm-cost-mcp

      2GitHub-Sternestabil
    • 10

      MCP
      Aktiv

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

      ↓ 53 Downloads/WocheRustLizenz: NOASSERTION

        mcpgemessenes WachstumQuelle öffnen ↗

        Installieren claude mcp add vision-squeezer -- npx vision-squeezer

        2GitHub-Sternestabil
      • 11

        Skill
        Aktiv

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

        JavaScriptLizenz: MIT
        • ai-productivity
        • anthropic
        • cat
        • claude
        • claude-code

        githubgemessenes WachstumQuelle öffnen ↗

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

        50GitHub-Sternestabil
      • 12

        Sonstige
        Ruhend

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

        PythonLizenz: MIT
        • claude-code
        • claude-code-skill
        • developer-tools
        • llm
        • multilingual

        githubgemessenes WachstumQuelle öffnen ↗

        2GitHub-Sternestabil
      • 13

        Skill
        Ruhend

        ⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST chunking, reranking. No API needed.

        PythonLizenz: MIT
        • ai-tools
        • bm25
        • claude-code
        • claude-code-plugin
        • context-compression

        githubgemessenes WachstumQuelle öffnen ↗

        Installieren /plugin marketplace add Madhan230205/token-reducer

        44GitHub-Sternestabil
      • 14

        Skill
        Aktiv

        Claude Code skill: caveman-style token efficiency, spoken with a real Spanish regional accent

        JavaScriptLizenz: MIT
        • agent-skills
        • ai-agents
        • anthropic
        • claude-code
        • claude-code-plugin

        githubgemessenes WachstumQuelle öffnen ↗

        Installieren /plugin marketplace add Mun1to/SpanishCaveMan

        2GitHub-Sternestabil
      • 15

        Agent
        Aktiv

        Agent context compressor and memory persistent orchestration

        TypeScriptLizenz: Apache-2.0
        • a2a-protocol
        • agent-framework
        • ai
        • ai-agents-framework
        • ai-tools

        githubgemessenes WachstumQuelle öffnen ↗

        2GitHub-Sternestabil
      • 16

        MCP
        Aktiv

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

        ↓ 19 Downloads/WocheTypeScriptLizenz: NOASSERTION

          mcpgemessenes WachstumQuelle öffnen ↗

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

          0GitHub-Sternestabil
        • 17

          Sonstige
          Aktiv

          Claude Code skill: reduce token usage 60-80% — targeted reads, model switching, context management. One-line install.

          Lizenz: MIT
          • ai-tools
          • claude-code
          • claude-code-skill
          • llm
          • productivity

          githubgemessenes WachstumQuelle öffnen ↗

          2GitHub-Sternestabil
        • 18

          MCP
          Ruhend

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

          PythonLizenz: MIT
          • claude
          • claude-code
          • claude-code-plugin
          • cli
          • context-window

          githubgemessenes WachstumQuelle öffnen ↗

          35GitHub-Sternestabil
        • 19

          Sonstige
          Aktiv

          Turn your strongest model into a conductor: route each step to the cheapest capable model, and escalate only load-bearing pieces to a pricier reviewer that catches pitfalls early. Subscription, API, or hybrid.

          ShellLizenz: MIT
          • ai-coding
          • claude
          • claude-code
          • claude-code-skill
          • cost-reduction

          githubgemessenes WachstumQuelle öffnen ↗

          2GitHub-Sternestabil
        • 20

          Skill
          Ruhend

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

          Lizenz: MIT
          • age
          • agent
          • ai
          • chatgpt
          • claude-ai

          githubgemessenes WachstumQuelle öffnen ↗

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

          35GitHub-Sternestabil
        • 21

          Skill
          Aktiv

          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.

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

          githubgemessenes WachstumQuelle öffnen ↗

          Installieren /plugin marketplace add Jimmynycu/token-efficiency

          2GitHub-Sternestabil
        • 22

          Skill
          Aktiv

          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…

          JavaScriptLizenz: MIT
          • ai-agents
          • anthropic
          • claude
          • claude-ai
          • claude-code

          githubgemessenes WachstumQuelle öffnen ↗

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

          33GitHub-Sternestabil
        • 23

          MCP
          Ruhend

          Save tokens while coding — your AI agent gets structured code context, not file dumps.

          ↓ 67 Downloads/WocheTypeScriptLizenz: Apache-2.0

            mcpgemessenes WachstumQuelle öffnen ↗

            Installieren claude mcp add codeweave -- npx @codeweave/mcp

            4GitHub-Sternestabil
          • 24

            MCP
            Aktiv

            Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.

            ↓ 98 Downloads/WocheJavaScriptLizenz: MIT

              mcpgemessenes WachstumQuelle öffnen ↗

              Installieren claude mcp add smart-context-mcp -- npx smart-context-mcp

              4GitHub-Sternestabil
            • 25

              Skill
              Aktiv

              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.

              JavaScriptLizenz: Apache-2.0
              • anthropic-api
              • api-cost
              • billing-analytics
              • cache-management
              • claude-code

              githubgemessenes WachstumQuelle öffnen ↗

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

              31GitHub-Sternestabil