Efficienza dei token

Classifica degli strumenti

Ranked by normalized popularity across sources. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   better-compact

   Skill

   AttivoUltimo commit 3 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 %)
2. 2

   claude-mini-hud

   Skill

   AttivoUltimo commit 6 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
3. 3

   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
4. 4

   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
5. 5

   razor

   Skill

   AttivoUltimo commit 1 giorno 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 57 giorni facrescita misurataApri fonte ↗

   Installa /plugin marketplace add V-Songbird/razor

   8stelle GitHub+1 (+14.3 %)
6. 6

   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
7. 7

   pdf-text-router

   Skill

   AttivoUltimo commit 4 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
8. 8

   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
9. 9

   harnessay

   Skill

   AttivoUltimo commit 7 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 8 giorni fanuovocrescita misurataApri fonte ↗

   Installa /plugin marketplace add nks0614/harnessay

   5stelle GitHub+2 (+66.7 %)
10. 10

    skill-manager

    Skill

    AttivoUltimo commit 3 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
11. 11

    quiv

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    The Agent Knowledge Kit & Architecture System — 10–32x token-efficient architecture discovery for AI coding agents

    TypeScript

    • agentic-ai
    • ai-agents
    • antigravity
    • bun
    • claude-code

    githubcreato 2 giorni fanuovomomentum stimatoApri fonte ↗

    Installa git clone https://github.com/chama-x/quiv ~/.claude/skills/quiv

    3stelle GitHub—
12. 12

    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
13. 13

    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
14. 14

    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
15. 15

    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
16. 16

    distil

    MCP

    AttivoUltimo commit 5 giorni fa · 2026-08-28

    Context optimization for LLM agents: tool registry, result masking, budgeting, compaction.

    RustLicenza: NOASSERTION

    mcpcreato 5 giorni fanuovocrescita misurataApri fonte ↗

    Installa claude mcp add distil -- npx @munhq/distil

    1stelle GitHubstabile
17. 17

    sidequest

    Skill

    AttivoUltimo commit 12 giorni fa · 2026-08-21

    Cut Claude Code token costs by delegating bulk LLM work to cheap models. 600+ models via NanoGPT, OpenRouter, Groq or local Ollama — batched, resumable, with real per-call cost tracking.

    PythonLicenza: MIT

    • ai-agents
    • batch-processing
    • cheap-llm
    • claude-code
    • claude-code-agents

    githubcreato 12 giorni fanuovocrescita misurataApri fonte ↗

    Installa /plugin marketplace add bicced/sidequest

    1stelle 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 51 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