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

   token-optimizer

   Altro

   AttivoUltimo commit 1 giorno 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+149 (+7.6 %)
2. 2

   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+4 (+6.3 %)
3. 3

   claude-context-optimizer

   Skill

   AttivoUltimo commit oggi · 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 %)
4. 4

   agentic-os

   Skill

   AttivoUltimo commit 1 giorno 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+9 (+6.2 %)
5. 5

   skillreaper

   MCP

   AttivoUltimo commit 2 giorni fa · 2026-08-30

   Cut context bloat in your AI-agent stack: find and safely prune unused skills, MCP servers and subagents from real transcript evidence

   GoLicenza: MIT

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

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   55stelle GitHub+3 (+5.8 %)
6. 6

   llmtrim

   MCP

   AttivoUltimo commit 16 giorni fa · 2026-08-17

   MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

   ↓ 171 download/settimanaRustLicenza: MPL-2.0

   mcpcreato 2 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add llmtrim -- npx @llmtrim/cli

   222stelle GitHub+6 (+2.8 %)
7. 7

   token-saver

   Skill

   AttivoUltimo commit 15 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 %)
8. 8

   ratel

   MCP

   AttivoUltimo commit 1 giorno fa · 2026-09-01

   Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

   TypeScriptLicenza: MIT

   • accuracy
   • agents
   • claude-skills
   • context
   • harness

   githubcreato 9 mesi facrescita misurataApri fonte ↗

   433stelle GitHub+6 (+1.4 %)
9. 9

   magic-compact

   Skill

   AttivoUltimo commit 9 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+2 (+1.4 %)
10. 10

    headroom

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

    PythonLicenza: Apache-2.0

    • agent
    • ai
    • anthropic
    • claude-code
    • compression

    githubcreato 7 mesi facrescita misurataApri fonte ↗

    68 350stelle GitHub+630 (+0.93 %)
11. 11

    claude-night-market

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-08-31

    23 Claude Code plugins: TDD enforcement hooks, git/PR workflows, spec-driven development, code review, project lifecycle, fix-from-error, maintenance automation, context optimization, research, and multi-LLM delegation. 186 skills, 128…

    PythonLicenza: MIT

    • ai-agents
    • architecture-patterns
    • awesome-claude-code
    • awesome-claude-skills
    • claude-agents

    githubcreato 9 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/athola/claude-night-market ~/.claude/skills/claude-night-market

    333stelle GitHub+3 (+0.91 %)
12. 12

    rtk

    CLI

    AttivoUltimo commit oggi · 2026-09-01

    CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

    RustLicenza: Apache-2.0

    • agentic-coding
    • ai-coding
    • anthropic
    • claude-code
    • cli

    githubcreato 7 mesi facrescita misurataApri fonte ↗

    78 241stelle GitHub+697 (+0.90 %)
13. 13

    skills-janitor

    MCP

    AttivoUltimo commit 22 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 %)
14. 14

    toonify-mcp

    MCP

    AttivoUltimo commit 17 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
15. 15

    vibe-skill

    Skill

    AttivoUltimo commit 21 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
16. 16

    RustAPI

    Libreria

    AttivoUltimo commit 11 giorni fa · 2026-08-22

    A high-performance, ergonomic web framework for Rust with native AI/LLM support.

    RustLicenza: Apache-2.0

    • ai-native
    • api-framework
    • async
    • backend
    • developer-tools

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    61stelle GitHubstabile
17. 17

    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 %)
18. 18

    super-token-saver

    Skill

    AttivoUltimo commit 1 giorno 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
19. 19

    claude-code-eco

    Skill

    AttivoUltimo commit 17 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
20. 20

    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
21. 21

    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
22. 22

    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
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

    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