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

   SpanishCaveMan

   Skill

   AttivoUltimo commit 22 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 30 giorni facrescita misurataApri fonte ↗

   Installa /plugin marketplace add Mun1to/SpanishCaveMan

   2stelle GitHubstabile
2. 2

   io.github.alphaonedev/ai-memory

   MCP

   AttivoUltimo commit 6 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 GitHubstabile
3. 3

   Agent Booster

   MCP

   AttivoUltimo commit 54 giorni fa · 2026-07-11

   Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.

   ↓ 55 download/settimanaPythonLicenza: MIT

   mcpcreato 2 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add agent-booster -- uvx agent-booster

   1stelle GitHubstabile
4. 4

   io.github.shivam-app-developers/ai-optimizer

   MCP

   AttivoUltimo commit 32 giorni fa · 2026-08-03

   MCP server that cuts AI coding agent token usage via framework-aware context optimization

   ↓ 19 download/settimanaTypeScriptLicenza: NOASSERTION

   mcpcreato 3 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add ai-optimizer -- npx @ai-optimizer/core

   0stelle GitHubstabile
5. 5

   vibe-skill

   Skill

   AttivoUltimo commit 23 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
6. 6

   io.github.pgalyen1987/gate402-mcp

   MCP

   AttivoUltimo commit 32 giorni fa · 2026-08-03

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

   JavaScriptLicenza: MIT

   mcpcreato 2 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add gate402-mcp -- npx gate402-mcp

   2stelle GitHubstabile
7. 7

   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 8 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add sheeki03/Few-Word

   38stelle GitHubstabile
8. 8

   laconic

   Skill

   AttivoUltimo commit 54 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
9. 9

   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
10. 10

    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
11. 11

    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
12. 12

    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
13. 13

    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
14. 14

    cc-hud

    Skill

    AttivoUltimo commit 39 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
15. 15

    SecureContext

    MCP

    AttivoUltimo commit 5 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
16. 16

    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
17. 17

    claude-code-eco

    Skill

    AttivoUltimo commit 19 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
18. 18

    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
19. 19

    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
20. 20

    super-token-saver

    Skill

    AttivoUltimo commit oggi · 2026-09-03

    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
21. 21

    CompactPrompt

    MCP

    AttivoUltimo commit 42 giorni fa · 2026-07-24

    Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

    ↓ 27 download/settimanaPythonLicenza: MIT

    mcpcreato 2 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add compactprompt -- uvx compactprompt

    0stelle GitHubstabile
22. 22

    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
23. 23

    claude-rolling-context

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-03

    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 GitHubstabile
24. 24

    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
25. 25

    PromptCompressor-skill

    Skill

    AttivoUltimo commit 31 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 32 giorni facrescita misurataApri fonte ↗

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

    1stelle GitHubstabile