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

   cc-hud

   Skill

   AttivoUltimo commit 37 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
2. 2

   mcp-recall

   Skill

   AttivoUltimo commit 13 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
3. 3

   basecamp

   Skill

   AttivoUltimo commit 22 giorni fa · 2026-08-11

   A production-ready Claude Code setup. Global CLAUDE.md, coding rules, per-project memory, and token optimization.

   ShellLicenza: MIT

   • ai-agents
   • claude
   • claude-code
   • claude-code-plugin
   • context-engineering

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add janmaaarc/basecamp

   7stelle GitHubstabile
4. 4

   somtum

   Skill

   AttivoUltimo commit 52 giorni fa · 2026-07-12

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

   TypeScriptLicenza: MIT

   • agentic-ai
   • agentic-coding
   • ai
   • ai-agents
   • anthropic

   githubcreato 4 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add riz007/somtum

   7stelle GitHubstabile
5. 5

   pdf-text-router

   Skill

   AttivoUltimo commit 3 giorni fa · 2026-08-29

   A Claude Code hook that routes each Read on a PDF to the path that actually works: text layer to UTF-8 text, scans to vision, and neither one through poppler.

   PythonLicenza: MIT

   • claude-code
   • claude-code-hooks
   • claude-code-plugin
   • pdf
   • poppler

   githubcreato 8 giorni fanuovocrescita misurataApri fonte ↗

   Installa /plugin marketplace add WatsonTsai/pdf-text-router

   7stelle GitHubstabile
6. 6

   io.github.alibaizhanov/densely

   MCP

   AttivoUltimo commit 20 giorni fa · 2026-08-13

   Lossless context compression: 2-8x fewer tokens, byte-exact recovery, search inside payloads

   PythonLicenza: MIT

   mcpcreato 26 giorni fanuovocrescita misurataApri fonte ↗

   Installa claude mcp add densely -- uvx densely

   6stelle GitHubstabile
7. 7

   claude-handoff-revive

   Skill

   AttivoUltimo commit 2 mesi fa · 2026-06-25

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

   PowerShellLicenza: MIT

   • checkpoint
   • claude-code
   • claude-code-plugin
   • claude-code-skills
   • context

   githubcreato 3 mesi facrescita misurataApri fonte ↗

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

   6stelle GitHubstabile
8. 8

   skill-manager

   Skill

   DormienteUltimo commit 4 mesi fa · 2026-04-06

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

   JavaScriptLicenza: MIT

   • ai-tools
   • anthropic
   • audit
   • claude
   • claude-code

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add VersoXBT/skill-manager

   6stelle GitHubstabile
9. 9

   skill-manager

   Skill

   AttivoUltimo commit 2 giorni fa · 2026-08-31

   Automatically detect and disable irrelevant Claude Code skills per project to save tokens and streamline your tech workflow.

   PythonLicenza: MIT

   • agents
   • ai-agents
   • antigravity
   • claude
   • claude-code-plugins

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/mrdenox109-nyx/skill-manager ~/.claude/skills/skill-manager

   5stelle GitHubstabile
10. 10

    claude-power-skills

    Skill

    AttivoUltimo commit 40 giorni fa · 2026-07-24

    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…

    Licenza: MIT

    • agent-skills
    • ai-agent
    • ai-coding
    • ai-developer-tools
    • ai-workflow

    githubcreato 5 mesi facrescita misurataApri fonte ↗

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

    4stelle GitHubstabile
11. 11

    io.github.dawitlabs/capsule

    MCP

    AttivoUltimo commit 2 mesi fa · 2026-07-03

    Compact, source-linked context packs that reduce token waste for coding agents.

    TypeScriptLicenza: MIT

    mcpcreato 2 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add capsule -- npx capsulectx

    4stelle GitHubstabile
12. 12

    io.github.semihkayan/codeweave

    MCP

    DormienteUltimo commit 3 mesi fa · 2026-05-26

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

    ↓ 67 download/settimanaTypeScriptLicenza: Apache-2.0

    mcpcreato 5 mesi facrescita misurataApri fonte ↗

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

    4stelle GitHubstabile
13. 13

    io.github.Arrayo/smart-context-mcp

    MCP

    AttivoUltimo commit 2 mesi fa · 2026-06-11

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

    ↓ 98 download/settimanaJavaScriptLicenza: MIT

    mcpcreato 5 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add smart-context-mcp -- npx smart-context-mcp

    4stelle GitHubstabile
14. 14

    compactor-skill

    Altro

    AttivoUltimo commit 2 mesi fa · 2026-06-15

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

    Licenza: MIT

    • ai-tools
    • claude-code
    • claude-code-skill
    • llm
    • productivity

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
15. 15

    SpanishCaveMan

    Skill

    AttivoUltimo commit 20 giorni fa · 2026-08-13

    Claude Code skill: caveman-style token efficiency, spoken with a real Spanish regional accent

    JavaScriptLicenza: MIT

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

    githubcreato 28 giorni fanuovocrescita misurataApri fonte ↗

    Installa /plugin marketplace add Mun1to/SpanishCaveMan

    2stelle GitHubstabile
16. 16

    cycgraph

    Agente

    AttivoUltimo commit 8 giorni fa · 2026-08-25

    Agent context compressor and memory persistent orchestration

    TypeScriptLicenza: Apache-2.0

    • a2a-protocol
    • agent-framework
    • ai
    • ai-agents-framework
    • ai-tools

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
17. 17

    io.github.eralpozcan/vision-squeezer

    MCP

    AttivoUltimo commit 42 giorni fa · 2026-07-22

    Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen

    ↓ 53 download/settimanaRustLicenza: NOASSERTION

    mcpcreato 3 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add vision-squeezer -- npx vision-squeezer

    2stelle GitHubstabile
18. 18

    token-efficiency

    Skill

    AttivoUltimo commit 2 mesi fa · 2026-06-17

    A Claude Code plugin that shows exactly where your AI coding session wasted tokens — and how to fix it. Flags waste, never quality. Runs locally.

    PythonLicenza: MIT

    • agent-skills
    • anthropic
    • claude-code
    • claude-code-plugin
    • claude-code-skills

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add Jimmynycu/token-efficiency

    2stelle GitHubstabile
19. 19

    ComparEdge LLM Cost

    MCP

    AttivoUltimo commit 53 giorni fa · 2026-07-10

    Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.

    ↓ 27 download/settimanaJavaScriptLicenza: MIT

    mcpcreato 53 giorni facrescita misurataApri fonte ↗

    Installa claude mcp add comparedge-llm-cost -- npx @comparedge/llm-cost-mcp

    2stelle GitHubstabile
20. 20

    rosetta

    Altro

    DormienteUltimo commit 3 mesi fa · 2026-05-12

    Translate any language to English before Claude processes it. ~49% token savings combined with caveman.

    PythonLicenza: MIT

    • claude-code
    • claude-code-skill
    • developer-tools
    • llm
    • multilingual

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
21. 21

    claude-lean-skill

    Altro

    AttivoUltimo commit 2 mesi fa · 2026-06-10

    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.

    ShellLicenza: MIT

    • ai-coding
    • claude
    • claude-code
    • claude-code-skill
    • cost-reduction

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
22. 22

    PromptCompressor-skill

    Skill

    AttivoUltimo commit 29 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 30 giorni facrescita misurataApri fonte ↗

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

    1stelle GitHubstabile
23. 23

    token_consumer

    CLI

    AttivoUltimo commit 5 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 36 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile
24. 24

    io.github.yifanyifan897645/mcp-checkup

    MCP

    DormienteUltimo commit 4 mesi fa · 2026-04-13

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

    ↓ 62 download/settimanaTypeScriptLicenza: MIT

    mcpcreato 5 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add mcp-checkup -- npx mcp-checkup

    1stelle GitHubstabile