Le descrizioni degli strumenti sono in inglese.

Efficienza dei token

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

Utilizzo

Attività

Ordina per

90

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
    Attivo

    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…

    githubcrescita misurataApri fonte ↗

    1stelle GitHubstabile
  2. 2
    Attivo

    Reversible context compression for AI agents: cut token usage up to 94%, originals retrievable

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add token_optimizer -- uvx slimctx

    1stelle GitHubstabile
  3. 3
    Attivo

    Cut AI agent token costs 5-15x — routes only relevant code symbols instead of full files.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add agent-booster -- uvx agent-booster

    1stelle GitHubstabile
  4. 4
    Dormiente

    Analyze your MCP setup: token costs, grades, duplicates, and optimization tips

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add mcp-checkup -- npx mcp-checkup

    1stelle GitHubstabile
  5. 5

    Skill
    Dormiente

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

    githubcrescita misurataApri fonte ↗

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

    1stelle GitHubstabile
  6. 6
    Attivo

    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).

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add Da-ya7/PromptCompressor-skill

    1stelle GitHubstabile
  7. 7

    MCP
    Attivo

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

    mcpcrescita misurataApri fonte ↗

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

    1stelle GitHubstabile
  8. 8

    Skill
    Attivo

    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.

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add bicced/sidequest

    1stelle GitHubstabile
  9. 9
    Attivo

    Statically audits MCP tool surfaces for token cost, schema quality, and design issues.

    mcpcrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://mcplint-web.vercel.app/api/mcp

    0stelle GitHubstabile
  10. 10

    Skill
    Dormiente

    Drop-in Cursor rules to cut AI response tokens (no filler/hedging, preserve code + technical strings). Includes local, reproducible benchmarks.

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/marcomondelli/bonsai ~/.claude/skills/bonsai

    0stelle GitHubstabile
  11. 11
    Attivo

    Context GC for LLM agents: offload large tool outputs and recall them to save tokens.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add lethe -- uvx lethe-llm-context

    0stelle GitHubstabile
  12. 12
    Attivo

    Verifies token/cost savings claimed by AI context-reduction proxies via MCP tools.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add tokentrust -- uvx tokentrust-cli

    0stelle GitHubstabile
  13. 13
    Attivo

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

    mcpcrescita misurataApri fonte ↗

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

    0stelle GitHubstabile
  14. 14
    Attivo

    Review and compact prompts, docs, and AI-agent skills to save tokens, preserving structure.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add compactprompt -- uvx compactprompt

    0stelle GitHubstabile

Risorse didattiche e di riferimento

Ranked by normalized popularity across sources. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

  1. 1
    AttivoApri fonte ↗

    A cheat sheet that stops AI agents from scanning your whole repo and saves you tokens.

    github

    Installa git clone https://github.com/toshon-jennings/SUMMARY-md ~/.claude/skills/SUMMARY-md

    Risorsacrescita misurata
    0stelle GitHubstabile