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

   io.github.alphaonedev/ai-memory

   MCP

   AttivoUltimo commit 5 giorni fa · 2026-08-29

   Persistent memory for any AI — zero token cost until recall

   RustLicenza: Apache-2.0

   mcpcreato 5 mesi facrescita misurataApri fonte ↗

   44stelle GitHub+3 (+7.3 %)
2. 2

   skills-janitor

   MCP

   AttivoUltimo commit 23 giorni fa · 2026-08-11

   Tinder for your Claude Code skills, subagents and MCP servers. Swipe away what wastes context, scan for prompt injection, get honest token costs. Fixes what it finds and actually deletes. Zero dependencies, Claude Code + Codex.

   ShellLicenza: MIT

   • agent-skills
   • ai-agents
   • claude
   • claude-code
   • claude-code-marketplace

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   115stelle GitHub+1 (+0.88 %)
3. 3

   SecureContext

   MCP

   AttivoUltimo commit 4 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
4. 4

   claude-context-optimizer

   Skill

   AttivoUltimo commit 1 giorno fa · 2026-09-01

   Claude Code plugin that tracks token usage, identifies wasted context, and saves 30-50% on API costs. Heatmaps, ROI reports, budget alerts, efficiency scores, git-aware suggestions — all local, zero config.

   JavaScriptLicenza: MIT

   • ai-tools
   • anthropic
   • claude-code
   • claude-code-plugin
   • cli-plugin

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add egorfedorov/claude-context-optimizer

   103stelle GitHub+6 (+6.2 %)
5. 5

   cycgraph

   Agente

   AttivoUltimo commit 9 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
6. 6

   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
7. 7

   claude-rolling-context

   Skill

   AttivoUltimo commit 6 giorni fa · 2026-08-28

   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 GitHub+1 (+3.3 %)
8. 8

   mcp-recall

   Skill

   AttivoUltimo commit 14 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
9. 9

   token-optimizer

   Altro

   AttivoUltimo commit 2 giorni fa · 2026-09-01

   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 122stelle GitHub+108 (+5.4 %)
10. 10

    Tokdash

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    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

    67stelle GitHub+3 (+4.7 %)
11. 11

    token-saver

    Skill

    AttivoUltimo commit 16 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 GitHub+2 (+1.4 %)
12. 12

    rtk

    CLI

    AttivoUltimo commit oggi · 2026-09-02

    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 ↗

    78 349stelle GitHub+703 (+0.91 %)
13. 13

    headroom

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    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 7 mesi facrescita misurataApri fonte ↗

    68 629stelle GitHub+784 (+1.2 %)
14. 14

    RustAPI

    Libreria

    AttivoUltimo commit 12 giorni fa · 2026-08-22

    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 famomentum stimatoApri fonte ↗

    61stelle GitHub—
15. 15

    toonify-mcp

    MCP

    AttivoUltimo commit 18 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 ↗

    64stelle GitHubstabile
16. 16

    claude-night-market

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-08-31

    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

    333stelle GitHub+2 (+0.60 %)
17. 17

    ratel

    MCP

    AttivoUltimo commit 2 giorni fa · 2026-09-01

    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 GitHub+5 (+1.2 %)
18. 18

    catalyst

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    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