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

   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
2. 2

   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
3. 3

   io.github.alibaizhanov/densely

   MCP

   AttivoUltimo commit 21 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
4. 4

   laconic

   Skill

   AttivoUltimo commit 52 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
5. 5

   somtum

   Skill

   AttivoUltimo commit 53 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
6. 6

   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
7. 7

   basecamp

   Skill

   AttivoUltimo commit 23 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
8. 8

   voly

   Agente

   AttivoUltimo commit 1 giorno 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
9. 9

   CompactPrompt

   MCP

   AttivoUltimo commit 41 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
10. 10

    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
11. 11

    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
12. 12

    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
13. 13

    SecureContext

    MCP

    AttivoUltimo commit 3 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
14. 14

    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
15. 15

    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
16. 16

    io.github.JesusGarcia9009/lethe

    MCP

    AttivoUltimo commit 54 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
17. 17

    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
18. 18

    MCP Surface Lint

    MCP

    AttivoUltimo commit 22 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
19. 19

    io.github.RudrenduPaul/tokentrust

    MCP

    AttivoUltimo commit 8 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
20. 20

    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
21. 21

    io.github.omkar9854/token_optimizer

    MCP

    AttivoUltimo commit 45 giorni fa · 2026-07-19

    Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable

    ↓ 13 download/settimanaPythonLicenza: Apache-2.0

    mcpcreato 45 giorni facrescita misurataApri fonte ↗

    Installa claude mcp add token_optimizer -- uvx slimctx

    1stelle GitHubstabile
22. 22

    Agent Booster

    MCP

    AttivoUltimo commit 53 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
23. 23

    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
24. 24

    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
25. 25

    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