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

   headroom

   MCP

   AttivoUltimo commit oggi · 2026-09-04

   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 835stelle GitHub+901 (+1.3 %)
2. 2

   rtk

   CLI

   AttivoUltimo commit oggi · 2026-09-03

   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 476stelle GitHub+725 (+0.93 %)
3. 3

   token-optimizer

   Altro

   AttivoUltimo commit oggi · 2026-09-03

   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 147stelle GitHub+87 (+4.2 %)
4. 4

   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 %)
5. 5

   outsourcerer

   Skill

   AttivoUltimo commit oggi · 2026-09-03

   Make your AI coding tools work as one team. Route jobs across Claude, Codex, Cursor, Devin, Gemini, OpenRouter, and local models, carry your setup with them, and track every cost.

   Shell

   • agent-skills
   • agentic-workflow
   • claude-code
   • codex
   • fable

   githubcreato 55 giorni facrescita misurataApri fonte ↗

   Installa git clone https://github.com/alexgreensh/outsourcerer ~/.claude/skills/outsourcerer

   144stelle GitHub+5 (+3.6 %)
6. 6

   hush

   Skill

   AttivoUltimo commit 2 giorni fa · 2026-09-01

   🤫 Token-lean sessions at the harness level. An easy to grasp output style, output-shrinking hooks, and log compression cut both input and output tokens.

   JavaScriptLicenza: MIT

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

   githubcreato 59 giorni facrescita misurataApri fonte ↗

   Installa /plugin marketplace add V-Songbird/hush

   49stelle GitHub+5 (+11.4 %)
7. 7

   ratel

   MCP

   AttivoUltimo commit oggi · 2026-09-03

   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 ↗

   434stelle GitHub+5 (+1.2 %)
8. 8

   magic-compact

   Skill

   AttivoUltimo commit 11 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

   147stelle GitHub+4 (+2.8 %)
9. 9

   claude-context-optimizer

   Skill

   AttivoUltimo commit 2 giorni 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

   105stelle GitHub+4 (+4.0 %)
10. 10

    claude-night-market

    Skill

    AttivoUltimo commit oggi · 2026-09-03

    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

    335stelle GitHub+3 (+0.90 %)
11. 11

    Tokdash

    Skill

    AttivoUltimo commit oggi · 2026-09-03

    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 %)
12. 12

    token-saver

    Skill

    AttivoUltimo commit 17 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 %)
13. 13

    harnessay

    Skill

    AttivoUltimo commit 9 giorni fa · 2026-08-26

    Profile Claude Code context, discover repeated workflows, and regression-test your skills. Local-only, zero-dependency.

    PythonLicenza: MIT

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

    githubcreato 10 giorni fanuovocrescita misurataApri fonte ↗

    Installa /plugin marketplace add nks0614/harnessay

    5stelle GitHub+2 (+66.7 %)
14. 14

    senior-fable

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-09-02

    Tech-lead orchestration for Claude Code — the top-tier model (Fable) keeps architecture & decisions, cheap subagents (Sonnet/Opus) do the routine and the digging. Save tokens without losing quality.

    Licenza: MIT

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

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add AndyShaman/senior-fable

    25stelle GitHub+2 (+8.7 %)
15. 15

    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 ↗

    65stelle GitHub+1 (+1.6 %)
16. 16

    skillreaper

    MCP

    AttivoUltimo commit 4 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+1 (+1.9 %)
17. 17

    razor

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-09-01

    🪒 YAGNI enforcement at the harness level, nudges toward the simplest solution and gates against unnecessary dependencies, file sprawl, and unchecked build growth.

    JavaScriptLicenza: MIT

    • ai
    • anthropic
    • claude
    • claude-code
    • claude-code-plugin

    githubcreato 59 giorni facrescita misurataApri fonte ↗

    Installa /plugin marketplace add V-Songbird/razor

    8stelle GitHub+1 (+14.3 %)
18. 18

    better-compact

    Skill

    AttivoUltimo commit 4 giorni fa · 2026-08-31

    Staged context pruning for OpenCode, Oh My Pi, pi, and Claude Code.

    TypeScriptLicenza: AGPL-3.0

    • ai
    • ai-agents
    • claude-code
    • claude-code-plugin
    • coding-agent

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add AshishKumar4/better-compact

    12stelle GitHub+1 (+9.1 %)
19. 19

    skills-janitor

    MCP

    AttivoUltimo commit 24 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 %)
20. 20

    claude-mini-hud

    Skill

    AttivoUltimo commit 8 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

    10stelle GitHub+1 (+11.1 %)
21. 21

    voly

    Agente

    AttivoUltimo commit oggi · 2026-09-03

    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
22. 22

    MCP Surface Lint

    MCP

    AttivoUltimo commit oggi · 2026-09-03

    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
23. 23

    token_consumer

    CLI

    AttivoUltimo commit 7 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 38 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile
24. 24

    mcp-recall

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    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
25. 25

    cycgraph

    Agente

    AttivoUltimo commit oggi · 2026-09-03

    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