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

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    CLI
    Aktiv

    CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

    RustLizenz: Apache-2.0
    • agentic-coding
    • ai-coding
    • anthropic
    • claude-code
    • cli

    githubgemessenes WachstumQuelle öffnen ↗

    78 476GitHub-Sterne+725 (+0.93 %)
  2. 2

    MCP
    Aktiv

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

    PythonLizenz: Apache-2.0
    • agent
    • ai
    • anthropic
    • claude-code
    • compression

    githubgemessenes WachstumQuelle öffnen ↗

    68 835GitHub-Sterne+901 (+1.3 %)
  3. 3

    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 147GitHub-Sterne+87 (+4.2 %)
  4. 4

    MCP
    Aktiv

    Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

    TypeScriptLizenz: MIT
    • accuracy
    • agents
    • claude-skills
    • context
    • harness

    githubgemessenes WachstumQuelle öffnen ↗

    434GitHub-Sterne+5 (+1.2 %)
  5. 5

    Skill
    Aktiv

    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…

    PythonLizenz: MIT
    • ai-agents
    • architecture-patterns
    • awesome-claude-code
    • awesome-claude-skills
    • claude-agents

    githubgemessenes WachstumQuelle öffnen ↗

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

    335GitHub-Sterne+3 (+0.90 %)
  6. 6

    MCP
    Aktiv

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

    ↓ 171 Downloads/WocheRustLizenz: MPL-2.0

      mcpgemessenes WachstumQuelle öffnen ↗

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

      222GitHub-Sternestabil
    • 7

      Skill
      Aktiv

      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…

      PythonLizenz: MIT
      • agent-framework
      • agent-orchestration
      • agentic-development
      • agents-md
      • ai-agent

      githubgemessenes WachstumQuelle öffnen ↗

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

      155GitHub-Sterne+8 (+5.4 %)
    • 8

      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

      147GitHub-Sterne+4 (+2.8 %)
    • 9

      Skill
      Aktiv

      Make your AI coding tools work as one team. Route jobs across Claude, Codex, Cursor, Devin, Gemini, OpenRouter, and local models, carry your setup with them, and track every cost.

      Shell
      • agent-skills
      • agentic-workflow
      • claude-code
      • codex
      • fable

      githubgemessenes WachstumQuelle öffnen ↗

      Installieren git clone https://github.com/alexgreensh/outsourcerer ~/.claude/skills/outsourcerer

      144GitHub-Sterne+5 (+3.6 %)
    • 10

      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 %)
    • 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+2 (+1.5 %)
    • 12

      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
    • 13

      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 %)
    • 14

      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

      105GitHub-Sterne+4 (+4.0 %)
    • 15

      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
    • 16

      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
    • 17

      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 %)
    • 18

      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 ↗

      65GitHub-Sterne+1 (+1.6 %)
    • 19

      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
    • 20

      MCP
      Aktiv

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

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

      githubgemessenes WachstumQuelle öffnen ↗

      55GitHub-Sterne+1 (+1.9 %)
    • 21

      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
    • 22

      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
    • 23

      Skill
      Aktiv

      🤫 Token-lean sessions at the harness level. An easy to grasp output style, output-shrinking hooks, and log compression cut both input and output tokens.

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

      githubgemessenes WachstumQuelle öffnen ↗

      Installieren /plugin marketplace add V-Songbird/hush

      49GitHub-Sterne+5 (+11.4 %)
    • 24

      MCP
      Aktiv

      Persistent memory for any AI — zero token cost until recall

      RustLizenz: Apache-2.0

        mcpgemessenes WachstumQuelle öffnen ↗

        44GitHub-Sternestabil
      • 25

        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