Le descrizioni degli strumenti sono in inglese.

Efficienza dei token

Strumenti per ridurre i costi dei token e comprimere il contesto.

101

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
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—
2
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
3
pdf-text-router
Skill
AttivoUltimo commit 3 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
4
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 %)
5
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
6
urusilla
Agente
AttivoUltimo commit 10 giorni fa · 2026-08-23
Experimental no-install semantic language for AI agents: typed action/state, safe NL/JSON fallback, and falsifiable public evals. Try the one-file probe.
PythonLicenza: Apache-2.0
- a2a
- agent-communication
- agent-protocol
- agentic-ai
- ai-agents
githubcreato 13 giorni fanuovomomentum stimatoApri fonte ↗
1stelle GitHub—
7
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 25 giorni fanuovocrescita misurataApri fonte ↗
Installa claude mcp add densely -- uvx densely
6stelle GitHubstabile
8
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
9
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
10
Major-AI-Skills
Skill
AttivoUltimo commit 6 giorni fa · 2026-08-27
Installable agentic skills (SKILL.md) for Claude Code, Cursor, Codex, Gemini & Antigravity — 292+ product, efficiency, and common-sense skills. npx major-ai-skills
HTMLLicenza: MIT
- agent-skills
- agentic-skills
- ai-agent-skills
- ai-agents
- ai-coding
githubcreato 34 giorni famomentum stimatoApri fonte ↗
Installa git clone https://github.com/alivirgo/Major-AI-Skills ~/.claude/skills/Major-AI-Skills
1stelle GitHub—
11
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
12
io.github.omkar9854/token_optimizer
MCP
AttivoUltimo commit 44 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 44 giorni facrescita misurataApri fonte ↗
Installa claude mcp add token_optimizer -- uvx slimctx
1stelle GitHubstabile
13
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
14
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 52 giorni facrescita misurataApri fonte ↗
Installa claude mcp add tokentrust -- uvx tokentrust-cli
0stelle GitHubstabile
15
ComparEdge LLM Cost
MCP
AttivoUltimo commit 53 giorni fa · 2026-07-10
Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.
↓ 27 download/settimanaJavaScriptLicenza: MIT
mcpcreato 53 giorni facrescita misurataApri fonte ↗
Installa claude mcp add comparedge-llm-cost -- npx @comparedge/llm-cost-mcp
2stelle GitHubstabile
16
fable-baton
Skill
AttivoUltimo commit 30 giorni fa · 2026-08-03
Claude Code plugin: Fable 5 as a token-frugal orchestrator with tiered Opus/Sonnet/Haiku agents
HTMLLicenza: MIT
- anthropic
- claude-code
- claude-code-plugin
- fable
- hooks
githubcreato 54 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add realgarit/fable-baton
22stelle GitHub+1 (+4.8 %)
17
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 %)
18
hush
Skill
AttivoUltimo commit 1 giorno 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 57 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add V-Songbird/hush
47stelle GitHub+5 (+11.9 %)
19
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 %)
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
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
22
senior-fable
Skill
AttivoUltimo commit 35 giorni fa · 2026-07-29
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
23stelle GitHubstabile
23
io.github.pgalyen1987/gate402-mcp
MCP
AttivoUltimo commit 30 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 GitHub+1 (+100.0 %)

Risorse didattiche e di riferimento

Ranked by creation date, newest first; undated entries come last. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
mcp-agent-skills-hub
MCP
AttivoUltimo commit 6 giorni fa · 2026-08-26Apri fonte ↗
Molavi Agent Skills: Curated AI agent skills and MCP configs for Antigravity, Cursor, Codex & Claude — by Taghi Molavi
JavaScriptLicenza: MIT
- agentic-workflows
- ai-agents
- ai-skills
- antigravity
- awesome-list
githubattivo 6 giorni facreato 41 giorni faRisorsacrescita misurata
8stelle GitHubstabile
2
outsourcerer
Skill
AttivoUltimo commit oggi · 2026-09-01Apri fonte ↗
Make the most out of your subscriptions. Delegate work to other harnesses and models, while keeping your main session the orchestrator. Nothing new to learn. Keep working like you do, but better.
Shell
- agent-skills
- agentic-workflow
- claude-code
- codex
- fable
github
Installa git clone https://github.com/alexgreensh/outsourcerer ~/.claude/skills/outsourcerer
attivo oggicreato 53 giorni faRisorsacrescita misurata
142stelle GitHub+4 (+2.9 %)

Efficienza dei token

Utilizzo

Attività

Ordina per

Classifica degli strumenti

quiv

distil

pdf-text-router

harnessay

sidequest

urusilla

io.github.alibaizhanov/densely

SpanishCaveMan

PromptCompressor-skill

Major-AI-Skills

token_consumer

io.github.omkar9854/token_optimizer

MCP Surface Lint

io.github.RudrenduPaul/tokentrust

ComparEdge LLM Cost

fable-baton

razor

hush

magic-compact

voly

claude-code-eco

senior-fable

io.github.pgalyen1987/gate402-mcp

Risorse didattiche e di riferimento

mcp-agent-skills-hub

outsourcerer