Die Werkzeugbeschreibungen sind auf Englisch.

Token-Effizienz

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

Anwendungsfall

Aktivität

Sortieren nach

90

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

    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 629GitHub-Sterne+784 (+1.2 %)
  2. 2

    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 349GitHub-Sterne+703 (+0.91 %)
  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 122GitHub-Sterne+108 (+5.4 %)
  4. 4

    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 %)
  5. 5

    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-Sterne+6 (+2.8 %)
    • 6

      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 %)
    • 7

      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 ↗

      433GitHub-Sterne+5 (+1.2 %)
    • 8

      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

      47GitHub-Sterne+4 (+9.3 %)
    • 9

      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 %)
    • 10

      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 %)
    • 11

      MCP
      Aktiv

      Persistent memory for any AI — zero token cost until recall

      RustLizenz: Apache-2.0

        mcpgemessenes WachstumQuelle öffnen ↗

        44GitHub-Sterne+3 (+7.3 %)
      • 12

        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 %)
      • 13

        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 %)
      • 14

        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

        333GitHub-Sterne+2 (+0.60 %)
      • 15

        Skill
        Aktiv

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

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

        githubgemessenes WachstumQuelle öffnen ↗

        Installieren /plugin marketplace add nks0614/harnessay

        5GitHub-Sterne+2 (+66.7 %)
      • 16

        Skill
        Aktiv

        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

        githubgemessenes WachstumQuelle öffnen ↗

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

        17GitHub-Sterne+1 (+6.2 %)
      • 17

        Skill
        Aktiv

        Staged context pruning for OpenCode, Oh My Pi, pi, and Claude Code.

        TypeScriptLizenz: AGPL-3.0
        • ai
        • ai-agents
        • claude-code
        • claude-code-plugin
        • coding-agent

        githubgemessenes WachstumQuelle öffnen ↗

        Installieren /plugin marketplace add AshishKumar4/better-compact

        12GitHub-Sterne+1 (+9.1 %)
      • 18

        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 %)
      • 19

        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 %)
      • 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

        MCP
        Aktiv

        Pay-per-call agent APIs over x402: web scraping, token compression, and semantic cache.

        JavaScriptLizenz: MIT

          mcpgemessenes WachstumQuelle öffnen ↗

          Installieren claude mcp add gate402-mcp -- npx gate402-mcp

          2GitHub-Sterne+1 (+100.0 %)
        • 22

          Skill
          Aktiv

          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.

          PythonLizenz: MIT
          • ai-agent
          • ai-coding
          • anthropic
          • claude
          • claude-code

          githubgemessenes WachstumQuelle öffnen ↗

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

          31GitHub-Sterne+1 (+3.3 %)
        • 23

          Skill
          Aktiv

          🪒 YAGNI enforcement at the harness level, nudges toward the simplest solution and gates against unnecessary dependencies, file sprawl, and unchecked build growth.

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

          githubgemessenes WachstumQuelle öffnen ↗

          Installieren /plugin marketplace add V-Songbird/razor

          8GitHub-Sterne+1 (+14.3 %)
        • 24

          Skill
          Aktiv

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

          PowerShellLizenz: MIT
          • checkpoint
          • claude-code
          • claude-code-plugin
          • claude-code-skills
          • context

          githubgemessenes WachstumQuelle öffnen ↗

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

          6GitHub-Sternestabil

        Lern- und Referenzressourcen

        Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.

        1. 1

          outsourcerer

          Skill
          AktivQuelle öffnen ↗

          Make the most out of your subscriptions. Delegate work to other harnesses and models, while keeping your main session the orchestrator. Nothing new to learn. Keep working like you do, but better.

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

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

          Ressourcegemessenes Wachstum
          142GitHub-Sterne+3 (+2.2 %)