Efficienza dei token

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   agentic-os

   Skill

   AttivoUltimo commit 2 giorni fa · 2026-09-01

   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…

   PythonLicenza: MIT

   • agent-framework
   • agent-orchestration
   • agentic-development
   • agents-md
   • ai-agent

   githubcreato 4 mesi facrescita misurataApri fonte ↗

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

   155stelle GitHub+8 (+5.4 %)
2. 2

   SecureContext

   MCP

   AttivoUltimo commit 4 giorni fa · 2026-08-30

   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 +…

   TypeScriptLicenza: MIT

   • agent-security
   • ai-agent-memory
   • ai-agents
   • audit-trail
   • claude-code

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   8stelle GitHubstabile
3. 3

   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 %)
4. 4

   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
5. 5

   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
6. 6

   io.github.JesusGarcia9009/lethe

   MCP

   AttivoUltimo commit 55 giorni fa · 2026-07-10

   Context GC for LLM agents: offload large tool outputs and recall them to save tokens.

   PythonLicenza: Unlicense

   mcpcreato 2 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add lethe -- uvx lethe-llm-context

   0stelle GitHubstabile
7. 7

   magic-compact

   Skill

   AttivoUltimo commit 10 giorni fa · 2026-08-24

   Lossless context compression plugin for Claude Code & OpenCode.

   TypeScriptLicenza: BSD-3-Clause

   • anthropic
   • chatgpt
   • claude
   • claude-code
   • claude-code-plugin

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add aerovato/magic-compact

   146stelle GitHub+1 (+0.69 %)
8. 8

   bonsai

   Skill

   DormienteUltimo commit 4 mesi fa · 2026-04-22

   Drop-in Cursor rules to cut AI response tokens (no filler/hedging, preserve code + technical strings). Includes local, reproducible benchmarks.

   JavaScriptLicenza: MIT

   • benchmarking
   • bonsai
   • cursor
   • cursor-rules
   • developer-tools

   githubcreato 4 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/marcomondelli/bonsai ~/.claude/skills/bonsai

   0stelle GitHubstabile
9. 9

   token-saver

   Skill

   AttivoUltimo commit 16 giorni fa · 2026-08-18

   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.

   PythonLicenza: Apache-2.0

   • agentic-ai
   • ai-coding-assistant
   • claude-code
   • claude-code-plugin
   • cli-tools

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add ppgranger/token-saver

   142stelle GitHub+2 (+1.4 %)
10. 10

    MCP Surface Lint

    MCP

    AttivoUltimo commit 23 giorni fa · 2026-08-11

    Statically audits MCP tool surfaces for token cost, schema quality, and design issues.

    TypeScript

    mcpcreato 52 giorni facrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://mcplint-web.vercel.app/api/mcp

    0stelle GitHubstabile
11. 11

    io.github.RudrenduPaul/tokentrust

    MCP

    AttivoUltimo commit 9 giorni fa · 2026-08-25

    Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.

    TypeScriptLicenza: Apache-2.0

    mcpcreato 53 giorni facrescita misurataApri fonte ↗

    Installa claude mcp add tokentrust -- uvx tokentrust-cli

    0stelle GitHubstabile
12. 12

    governor

    Skill

    AttivoUltimo commit 2 mesi fa · 2026-06-20

    Claude Code usage governor: compact professional output, context slimming, tool-output filtering, telemetry, and drift guardrails.

    PythonLicenza: MIT

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

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add 0xhimanshu/governor

    133stelle GitHub+3 (+2.3 %)
13. 13

    token-optimizer

    Altro

    AttivoUltimo commit 2 giorni fa · 2026-09-01

    Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

    Python

    • agentskills
    • claude-code
    • claude-code-skill
    • claude-plugin
    • context-engineering

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    2 122stelle GitHub+108 (+5.4 %)
14. 14

    vibe-skill

    Skill

    AttivoUltimo commit 22 giorni fa · 2026-08-11

    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

    githubcreato 3 mesi facrescita misurataApri fonte ↗

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

    117stelle GitHubstabile
15. 15

    skills-janitor

    MCP

    AttivoUltimo commit 23 giorni fa · 2026-08-11

    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.

    ShellLicenza: MIT

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

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    115stelle GitHub+1 (+0.88 %)
16. 16

    claude-context-optimizer

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    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.

    JavaScriptLicenza: MIT

    • ai-tools
    • anthropic
    • claude-code
    • claude-code-plugin
    • cli-plugin

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add egorfedorov/claude-context-optimizer

    103stelle GitHub+6 (+6.2 %)
17. 17

    pith

    Skill

    DormienteUltimo commit 4 mesi fa · 2026-05-06

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

    PythonLicenza: MIT

    • anthropic
    • claude-code
    • claude-code-plugin
    • llm-tools
    • token-optimization

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add abhisekjha/pith

    98stelle GitHubstabile
18. 18

    PromptCompressor-skill

    Skill

    AttivoUltimo commit 30 giorni fa · 2026-08-04

    A skill that shrink noisy log/output 60-90% before read — filter, group, dedupe, truncate. Cut token, cut cost, keep signal. By Dhayalan (aka Joy).

    PythonLicenza: MIT

    • claude
    • claude-ai
    • claude-code
    • claude-code-plugin
    • claude-code-skill

    githubcreato 31 giorni facrescita misurataApri fonte ↗

    Installa /plugin marketplace add Da-ya7/PromptCompressor-skill

    1stelle GitHubstabile
19. 19

    ppt-report-skills

    Skill

    DormienteUltimo commit 3 mesi fa · 2026-06-03

    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…

    HTMLLicenza: MIT

    • ai
    • anthropic
    • claude
    • claude-code
    • claude-skills

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/myunwang/ppt-report-skills ~/.claude/skills/ppt-report-skills

    81stelle GitHubstabile
20. 20

    usage-aware-claude-statusline

    CLI

    AttivoUltimo commit 2 mesi fa · 2026-06-29

    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

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    1stelle GitHubstabile
21. 21

    Tokdash

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    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..

    PythonLicenza: MIT

    • agent
    • analytics
    • anthropic
    • claude-code
    • claude-code-plugin

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add JingbiaoMei/Tokdash

    67stelle GitHub+3 (+4.7 %)
22. 22

    contextforge

    Skill

    DormienteUltimo commit 3 mesi fa · 2026-06-01

    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

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/grnbtqdbyx-create/contextforge ~/.claude/skills/contextforge

    1stelle GitHubstabile
23. 23

    Spiderbrain-V3

    Skill

    DormienteUltimo commit 3 mesi fa · 2026-06-04

    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

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/abhishek-performdigital/Spiderbrain-V3 ~/.claude/skills/Spiderbrain-V3

    65stelle GitHubstabile
24. 24

    token_consumer

    CLI

    AttivoUltimo commit 6 giorni fa · 2026-08-28

    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.

    PythonLicenza: MIT

    • claude
    • claude-code
    • claude-code-skills
    • cli
    • cost-optimization

    githubcreato 37 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile
25. 25

    toonify-mcp

    MCP

    AttivoUltimo commit 18 giorni fa · 2026-08-16

    Context compression plugin for Claude Code. Automatically trims large tool output—JSON, YAML, stack traces, and logs—before it enters the context window.

    TypeScriptLicenza: MIT

    • claude-code
    • claude-code-plugin
    • context-compression
    • context-window
    • developer-tooling

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    64stelle GitHubstabile