Efficienza dei token

Classifica degli strumenti

Ranked by normalized popularity across sources. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   token-reducer

   Skill

   DormienteUltimo commit 4 mesi fa · 2026-05-02

   ⚡ 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.

   PythonLicenza: MIT

   • ai-tools
   • bm25
   • claude-code
   • claude-code-plugin
   • context-compression

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add Madhan230205/token-reducer

   44stelle GitHubstabile
2. 2

   io.github.alphaonedev/ai-memory

   MCP

   AttivoUltimo commit 5 giorni fa · 2026-08-29

   Persistent memory for any AI — zero token cost until recall

   RustLicenza: Apache-2.0

   mcpcreato 5 mesi facrescita misurataApri fonte ↗

   44stelle GitHub+3 (+7.3 %)
3. 3

   Few-Word

   Skill

   DormienteUltimo commit 7 mesi fa · 2026-01-23

   Claude Code plugin that offloads large outputs to filesystem and retrieves when required.

   Python

   • ai-agents
   • claude-code
   • claude-code-hooks
   • claude-code-plugin
   • claude-code-plugins

   githubcreato 7 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add sheeki03/Few-Word

   38stelle GitHubstabile
4. 4

   unclog

   MCP

   DormienteUltimo commit 4 mesi fa · 2026-04-25

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

   PythonLicenza: MIT

   • claude
   • claude-code
   • claude-code-plugin
   • cli
   • context-window

   githubcreato 4 mesi facrescita misurataApri fonte ↗

   35stelle GitHubstabile
5. 5

   context-graph-compressor

   Skill

   DormienteUltimo commit 3 mesi fa · 2026-05-30

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

   Licenza: MIT

   • age
   • agent
   • ai
   • chatgpt
   • claude-ai

   githubcreato 3 mesi facrescita misurataApri fonte ↗

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

   35stelle GitHubstabile
6. 6

   claude-code-eco

   Skill

   AttivoUltimo commit 18 giorni fa · 2026-08-16

   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…

   JavaScriptLicenza: MIT

   • ai-agents
   • anthropic
   • claude
   • claude-ai
   • claude-code

   githubcreato 2 mesi facrescita misurataApri fonte ↗

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

   33stelle GitHubstabile
7. 7

   claude-rolling-context

   Skill

   AttivoUltimo commit 5 giorni fa · 2026-08-28

   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.

   PythonLicenza: MIT

   • ai-agent
   • ai-coding
   • anthropic
   • claude
   • claude-code

   githubcreato 6 mesi facrescita misurataApri fonte ↗

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

   31stelle GitHub+1 (+3.3 %)
8. 8

   super-token-saver

   Skill

   AttivoUltimo commit 2 giorni fa · 2026-09-01

   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.

   JavaScriptLicenza: Apache-2.0

   • anthropic-api
   • api-cost
   • billing-analytics
   • cache-management
   • claude-code

   githubcreato 4 mesi facrescita misurataApri fonte ↗

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

   31stelle GitHubstabile
9. 9

   claude-teams-brain

   Skill

   DormienteUltimo commit 5 mesi fa · 2026-03-15

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

   Python

   • agent-teams
   • ai-agents
   • anthropic
   • claude
   • claude-ai

   githubcreato 5 mesi facrescita misurataApri fonte ↗

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

   26stelle GitHubstabile
10. 10

    senior-fable

    Skill

    AttivoUltimo commit 35 giorni fa · 2026-07-29

    Tech-lead orchestration for Claude Code — the top-tier model (Fable) keeps architecture & decisions, cheap subagents (Sonnet/Opus) do the routine and the digging. Save tokens without losing quality.

    Licenza: MIT

    • agent-skills
    • ai-agents
    • anthropic
    • claude
    • claude-code

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add AndyShaman/senior-fable

    23stelle GitHubstabile
11. 11

    fable-baton

    Skill

    AttivoUltimo commit 31 giorni fa · 2026-08-03

    Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku agents

    HTMLLicenza: MIT

    • anthropic
    • claude-code
    • claude-code-plugin
    • fable
    • hooks

    githubcreato 55 giorni facrescita misurataApri fonte ↗

    Installa /plugin marketplace add realgarit/fable-baton

    22stelle GitHubstabile
12. 12

    permafrost

    Skill

    AttivoUltimo commit 2 mesi fa · 2026-06-23

    Freeze Claude Code's prompt prefix so DeepSeek's automatic cache always hits — alignment proxy + coalescing + keepalive, installable as a CC plugin. Measured 64% cheaper on real Claude Code traffic.

    PythonLicenza: MIT

    • cache-optimization
    • claude-code
    • claude-code-plugin
    • cost-optimization
    • deepseek

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add jianzhichun/permafrost

    21stelle GitHubstabile
13. 13

    catalyst

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.

    JavaScript

    • agent-memory
    • agentic-coding
    • ai-agents
    • ai-coding
    • claude-code-commands

    githubcreato 11 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add coalesce-labs/catalyst

    20stelle GitHubstabile
14. 14

    laconic

    Skill

    AttivoUltimo commit 53 giorni fa · 2026-07-12

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

    PythonLicenza: MIT

    • ai-assistant
    • anthropic
    • brevity
    • claude
    • claude-code

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add GabrielBarberini/laconic

    19stelle GitHubstabile
15. 15

    pdf-decompiler-mcp

    MCP

    AttivoUltimo commit 29 giorni fa · 2026-08-04

    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…

    JavaScriptLicenza: AGPL-3.0

    • ai
    • ai-tools
    • claude
    • claude-code
    • claude-code-plugin

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    17stelle GitHubstabile
16. 16

    opencode-skill

    Skill

    AttivoUltimo commit 57 giorni fa · 2026-07-07

    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

    githubcreato 3 mesi facrescita misurataApri fonte ↗

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

    17stelle GitHub+1 (+6.2 %)
17. 17

    voly

    Agente

    AttivoUltimo commit 2 giorni fa · 2026-09-01

    Control plane for AI coding agents: route tasks, reduce token spend, run multi-agent workflows, fallback executors, and track cost per task.

    PythonLicenza: Apache-2.0

    • a2a
    • ag-ui
    • agentic-ai
    • ai-agents
    • ai-coding

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    16stelle GitHubstabile
18. 18

    lossless-code

    MCP

    DormienteUltimo commit 3 mesi fa · 2026-05-16

    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.

    PythonLicenza: MIT

    • claude
    • claude-code
    • claude-code-plugin
    • coding-agent
    • context-management

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    15stelle GitHubstabile
19. 19

    better-compact

    Skill

    AttivoUltimo commit 3 giorni fa · 2026-08-31

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

    TypeScriptLicenza: AGPL-3.0

    • ai
    • ai-agents
    • claude-code
    • claude-code-plugin
    • coding-agent

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add AshishKumar4/better-compact

    12stelle GitHub+1 (+9.1 %)
20. 20

    gemini-skill

    Skill

    AttivoUltimo commit 57 giorni fa · 2026-07-07

    Claude Code skill — delegate coding tasks to Gemini CLI and supervise via git diff

    Python

    • claude
    • claude-code
    • claude-skill
    • claude-skill-recommended
    • claude-skills

    githubcreato 3 mesi famomentum stimatoApri fonte ↗

    Installa git clone https://github.com/pcx-wave/gemini-skill ~/.claude/skills/gemini-skill

    12stelle GitHub—
21. 21

    concise

    Skill

    DormienteUltimo commit 4 mesi fa · 2026-04-08

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

    ShellLicenza: MIT

    • ai-coding
    • claude-code
    • claude-code-plugin
    • claude-code-plugins
    • claude-code-skill

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add o4f6bgpac3/concise

    10stelle GitHub+2 (+25.0 %)
22. 22

    claude-code-optimizer

    CLI

    DormienteUltimo commit 5 mesi fa · 2026-03-30

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

    ShellLicenza: MIT

    • ai
    • ai-coding
    • anthropic
    • claude
    • claude-code

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    9stelle GitHubstabile
23. 23

    claude-mini-hud

    Skill

    AttivoUltimo commit 7 giorni fa · 2026-08-27

    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。

    TypeScriptLicenza: MIT

    • anthropic
    • claude
    • claude-code
    • claude-code-plugin
    • cli

    githubcreato 2 mesi facrescita misurataApri fonte ↗

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

    9stelle GitHubstabile
24. 24

    mcp-recall

    Skill

    AttivoUltimo commit 14 giorni fa · 2026-08-20

    mcp-recall compresses MCP tool outputs (94 KB → 3.5 KB · 96%) and stores full results in SQLite for retrieval — up to 30x more tool calls per session for heavy MCP workloads.

    TypeScriptLicenza: MIT

    • bun
    • claude
    • claude-code
    • claude-code-plugin
    • context-window

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add sakebomb/mcp-recall

    8stelle GitHubstabile
25. 25

    cc-hud

    Skill

    AttivoUltimo commit 38 giorni fa · 2026-07-27

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

    TypeScriptLicenza: MIT

    • claude
    • claude-code
    • claude-code-plugin
    • context-window
    • deepseek

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add WaterTian/cc-hud

    8stelle GitHubstabile