Efficienza dei token

Classifica degli strumenti

Classifica mista: la crescita misurata ha la precedenza. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   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
2. 2

   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
3. 3

   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
4. 4

   Agent Booster

   MCP

   AttivoUltimo commit 52 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
5. 5

   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
6. 6

   nekte

   Altro

   DormienteUltimo commit 4 mesi fa · 2026-04-09

   Agent-to-Agent coordination that doesn't waste your context window. Token-efficient protocol with progressive discovery, zero-schema invocation, gRPC transport, and task lifecycle management.

   TypeScriptLicenza: MIT

   • agent-coordination
   • agent-to-agent
   • ai-protocol
   • ddd
   • grpc

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   1stelle GitHubstabile
7. 7

   usage-aware-claude-statusline

   CLI

   AttivoUltimo commit 2 mesi fa · 2026-06-29

   Usage-aware status line for Claude Code: session & weekly rate-limit gauges with reset countdowns and a precise context-window meter, plus tokens, git & weather. Template-driven and extensible — set it up by chatting with Claude or via a…

   Python

   • ccusage-alternative
   • claude-code
   • claude-code-skills
   • claude-code-statusline
   • context-window

   githubcreato 2 mesi facrescita misurataApri fonte ↗

   1stelle GitHubstabile
8. 8

   contextforge

   Skill

   DormienteUltimo commit 3 mesi fa · 2026-06-01

   Agent context gate for Codex, Claude Code, Copilot, MCP, Cursor, Cline, Gemini and Windsurf repos

   TypeScript

   • agent-readiness
   • ai-security
   • claude-agents
   • claude-code
   • cli

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/grnbtqdbyx-create/contextforge ~/.claude/skills/contextforge

   1stelle GitHubstabile
9. 9

   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
10. 10

    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
11. 11

    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
12. 12

    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
13. 13

    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
14. 14

    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
15. 15

    io.github.shivam-app-developers/ai-optimizer

    MCP

    AttivoUltimo commit 30 giorni fa · 2026-08-03

    MCP server that cuts AI coding agent token usage via framework-aware context optimization

    ↓ 19 download/settimanaTypeScriptLicenza: NOASSERTION

    mcpcreato 2 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add ai-optimizer -- npx @ai-optimizer/core

    0stelle GitHubstabile
16. 16

    CompactPrompt

    MCP

    AttivoUltimo commit 40 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
17. 17

    dao-code

    Altro

    AttivoUltimo commit 31 giorni fa · 2026-08-02

    Open-source TypeScript terminal coding agent for DeepSeek-V4 — builds on DeepSeek's strong price-performance and ultra-cheap cache pricing, engineering byte-stable prefixes and cache-reusing forks so cross-session memory and a continuous…

    TypeScriptLicenza: MIT

    • ai-agent
    • cli
    • coding-agent
    • deepseek
    • llm

    githubcreato 2 mesi famomentum stimatoApri fonte ↗

    1 254stelle GitHub—
18. 18

    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—
19. 19

    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—
20. 20

    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—