Efficienza dei token

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. 1

   claude-rolling-context

   Skill

   AttivoUltimo commit 2 giorni fa · 2026-09-04

   Rolling context compression for Claude Code — never hit the context wall. Auto-compresses old messages while keeping recent context verbatim. Zero config, zero latency. Works as a Claude Code plugin.

   PythonLicenza: MIT

   • ai-agent
   • ai-coding
   • anthropic
   • claude
   • claude-code

   githubcreato 6 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add NodeNestor/claude-rolling-context

   31stelle GitHubstabile
2. 2

   mcp-recall

   Skill

   AttivoUltimo commit 2 giorni fa · 2026-09-05

   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
3. 3

   token-optimizer

   Altro

   AttivoUltimo commit oggi · 2026-09-06

   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 185stelle GitHub+63 (+3.0 %)
4. 4

   Tokdash

   Skill

   AttivoUltimo commit oggi · 2026-09-06

   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

   70stelle GitHub+3 (+4.5 %)
5. 5

   token-saver

   Skill

   AttivoUltimo commit 19 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 GitHubstabile
6. 6

   rtk

   CLI

   AttivoUltimo commit oggi · 2026-09-07

   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 ↗

   79 130stelle GitHub+1 032 (+1.3 %)
7. 7

   headroom

   MCP

   AttivoUltimo commit oggi · 2026-09-07

   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 8 mesi facrescita misurataApri fonte ↗

   69 163stelle GitHub+942 (+1.4 %)
8. 8

   RustAPI

   Libreria

   AttivoUltimo commit 1 giorno fa · 2026-09-05

   A high-performance, ergonomic web framework for Rust with native AI/LLM support.

   RustLicenza: Apache-2.0

   • ai-native
   • api-framework
   • async
   • backend
   • developer-tools

   githubcreato 8 mesi facrescita misurataApri fonte ↗

   61stelle GitHubstabile
9. 9

   toonify-mcp

   MCP

   AttivoUltimo commit 21 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 %)
10. 10

    claude-night-market

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-06

    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+2 (+0.60 %)
11. 11

    ratel

    MCP

    AttivoUltimo commit 2 giorni fa · 2026-09-04

    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 ↗

    433stelle GitHubstabile
12. 12

    catalyst

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-09-04

    Token-efficient Claude Code workspace with parallel agents and persistent memory. Research → Plan → Implement → Validate workflow.

    JavaScript

    • agent-memory
    • agentic-coding
    • ai-agents
    • ai-coding
    • claude-code-commands

    githubcreato 11 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add coalesce-labs/catalyst

    20stelle GitHubstabile