Die Werkzeugbeschreibungen sind auf Englisch.

Token-Effizienz

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

Anwendungsfall

Aktivität

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92

Werkzeug-Rangliste

Ranked by creation date, newest first; undated entries come last. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    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…

    githubgemessenes WachstumQuelle öffnen ↗

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

    55GitHub-Sternestabil
  2. 2

    Skill
    Aktiv

    Local-first memory and prompt-cache layer for Claude Code

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add riz007/somtum

    7GitHub-Sternestabil
  3. 3

    MCP
    Ruhend

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

    githubgemessenes WachstumQuelle öffnen ↗

    35GitHub-Sternestabil
  4. 4

    Skill
    Ruhend

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

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add abhisekjha/pith

    98GitHub-Sternestabil
  5. 5

    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…

    githubgemessenes WachstumQuelle öffnen ↗

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

    155GitHub-Sterne+8 (+5.4 %)
  6. 6
    Aktiv

    A MCP that turns PDFs into structured text, tables, figures, metadata, annotations, and page-level evidence for selective retrieval by MCP-compatible AI agents. Improves the information quality AI agents receive while also reducing token…

    githubgemessenes WachstumQuelle öffnen ↗

    17GitHub-Sternestabil
  7. 7

    Sonstige
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    2GitHub-Sternestabil
  8. 8

    Skill
    Ruhend

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

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add o4f6bgpac3/concise

    10GitHub-Sterne+2 (+25.0 %)
  9. 9
    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.

    githubgemessenes WachstumQuelle öffnen ↗

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

    31GitHub-Sternestabil
  10. 10

    Skill
    Aktiv

    Token-compression skill. An adaptation of caveman — short common words, trust context, say just enough, be laconic.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add GabrielBarberini/laconic

    19GitHub-Sternestabil
  11. 11

    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.

    githubgemessenes WachstumQuelle öffnen ↗

    1GitHub-Sternestabil
  12. 12

    Skill
    Aktiv

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

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add WaterTian/cc-hud

    8GitHub-Sternestabil
  13. 13
    Aktiv

    Persistent memory for any AI — zero token cost until recall

    mcpgemessenes WachstumQuelle öffnen ↗

    44GitHub-Sterne+3 (+7.3 %)
  14. 14
    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.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add Madhan230205/token-reducer

    44GitHub-Sternestabil
  15. 15
    Aktiv

    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…

    githubgemessenes WachstumQuelle öffnen ↗

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

    4GitHub-Sternestabil
  16. 16
    Ruhend

    Analyze your MCP setup: token costs, grades, duplicates, and optimization tips

    mcpgemessenes WachstumQuelle öffnen ↗

    Installieren claude mcp add mcp-checkup -- npx mcp-checkup

    1GitHub-Sternestabil
  17. 17
    Ruhend

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

    mcpgemessenes WachstumQuelle öffnen ↗

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

    4GitHub-Sternestabil
  18. 18
    Aktiv

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

    mcpgemessenes WachstumQuelle öffnen ↗

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

    4GitHub-Sternestabil
  19. 19
    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.

    githubgemessenes WachstumQuelle öffnen ↗

    2GitHub-Sternestabil
  20. 20
    Ruhend

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

    githubgemessenes WachstumQuelle öffnen ↗

    9GitHub-Sternestabil
  21. 21
    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.

    githubgemessenes WachstumQuelle öffnen ↗

    115GitHub-Sterne+1 (+0.88 %)
  22. 22
    Ruhend

    DAG-based Lossless Context Management for Claude Code. Every message preserved, summaries cascade as a DAG, patterns extracted via Lossless Dream — full recall and reflection across sessions.

    githubgemessenes WachstumQuelle öffnen ↗

    15GitHub-Sternestabil
  23. 23
    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 +…

    githubgemessenes WachstumQuelle öffnen ↗

    8GitHub-Sternestabil
  24. 24
    Ruhend

    Claude Code plugin — inventory all your installed skills, check structure, and find updates. Free, zero dependencies.

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren /plugin marketplace add VersoXBT/skill-manager

    6GitHub-Sternestabil
  25. 25
    Ruhend

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

    githubgemessenes WachstumQuelle öffnen ↗

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

    26GitHub-Sternestabil