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

96

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

    Agente
    Attivo

    Agent context compressor and memory persistent orchestration

    TypeScriptLicenza: Apache-2.0
    • a2a-protocol
    • agent-framework
    • ai
    • ai-agents-framework
    • ai-tools

    githubcrescita misurataApri fonte ↗

    2stelle GitHubstabile
  2. 2

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/mrdenox109-nyx/skill-manager ~/.claude/skills/skill-manager

    5stelle GitHubstabile
  3. 3

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

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

    31stelle GitHubstabile
  4. 4

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add sakebomb/mcp-recall

    8stelle GitHubstabile
  5. 5

    Altro
    Attivo

    Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

    Python
    • agentskills
    • claude-code
    • claude-code-skill
    • claude-plugin
    • context-engineering

    githubcrescita misurataApri fonte ↗

    2 147stelle GitHub+87 (+4.2 %)
  6. 6

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add JingbiaoMei/Tokdash

    67stelle GitHub+3 (+4.7 %)
  7. 7

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add ppgranger/token-saver

    142stelle GitHub+2 (+1.4 %)
  8. 8

    CLI
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    78 476stelle GitHub+725 (+0.93 %)
  9. 9

    Skill
    Dormiente

    Claude Code plugin that offloads large outputs to filesystem and retrieves when required.

    Python
    • ai-agents
    • claude-code
    • claude-code-hooks
    • claude-code-plugin
    • claude-code-plugins

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add sheeki03/Few-Word

    38stelle GitHubstabile
  10. 10

    MCP
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    68 835stelle GitHub+901 (+1.3 %)
  11. 11

    MCP
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    65stelle GitHub+1 (+1.6 %)
  12. 12

    Skill
    Dormiente

    Give Claude Code photographic memory in ONE portable file. No database, no SQLite, no ChromaDB - just a single .mv2 file you can git commit, scp, or share. Native Rust core with sub-ms operations.

    TypeScriptLicenza: MIT
    • ai-tools
    • anthropic
    • claude
    • claude-agents
    • claude-ai

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/memvid/claude-brain ~/.claude/skills/claude-brain

    575stelle GitHubstabile
  13. 13

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/athola/claude-night-market ~/.claude/skills/claude-night-market

    335stelle GitHub+3 (+0.90 %)
  14. 14

    MCP
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    434stelle GitHub+5 (+1.2 %)
  15. 15

    Skill
    Attivo

    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

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add coalesce-labs/catalyst

    20stelle GitHubstabile
  16. 16

    MCP
    SconosciutoUltimo commit: non disponibile

    AI agent token-cost telemetry + 429 prediction. Per-agent attribution, anomaly + routing + quota.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add openclaw-cost-tracker-mcp -- uvx openclaw-cost-tracker-mcp

    129download in 7 giornistabile

Elencati senza metrica pubblica

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

    MCP
    SconosciutoUltimo commit: non disponibile

    Semantic context compression and cognitive memory layer for LLM swarms.

    mcpmetrica non pubblicataApri fonte ↗

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

    —Nessuna metrica pubblica disponibile
  2. 2

    MCP
    SconosciutoUltimo commit: non disponibile

    MCP server for Skim code transformation. Compresses code 60-95% for LLM context optimization.

    mcpmetrica non pubblicataApri fonte ↗

    Installa claude mcp add skim-mcp-server -- npx skim-mcp-server

    —Nessuna metrica pubblica disponibile
  3. 3

    MCP
    SconosciutoUltimo commit: non disponibile

    Cut LLM token costs: count tokens, estimate cost, slim prompts, and pick the cheapest capable model.

    mcpmetrica non pubblicataApri fonte ↗

    Installa claude mcp add mcp-token-optimizer -- npx mcp-token-optimizer

    —Nessuna metrica pubblica disponibile
  4. 4

    MCP
    SconosciutoUltimo commit: non disponibile

    LLM caching proxy (x402 USDC on Base) - exact + semantic cache. Free health.

    mcpmetrica non pubblicataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://cache.api.ainode.tech/mcp

    —Nessuna metrica pubblica disponibile
  5. 5

    MCP
    SconosciutoUltimo commit: non disponibile

    Pre-injection context compression for coding agents. Zero LLM calls, zero telemetry, offline-safe.

    mcpmetrica non pubblicataApri fonte ↗

    —Nessuna metrica pubblica disponibile