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
98
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.
- 1Attivo
webfetch
SkillOwn your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with…
githubcrescita misurataApri fonte ↗
Installa
git clone https://github.com/firish/webfetch ~/.claude/skills/webfetch55stelle GitHubstabile - 2Attivo
somtum
SkillLocal-first memory and prompt-cache layer for Claude Code
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add riz007/somtum7stelle GitHubstabile - 3Dormiente
unclog
MCPAudit MCP servers, skills, and CLAUDE.md bloat eating your Claude Code context window.
githubcrescita misurataApri fonte ↗
35stelle GitHubstabile - 4Dormiente
pith
SkillPith is the hook that makes Claude Code sessions last 3x longer.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add abhisekjha/pith98stelle GitHubstabile - 5Attivo
agentic-os
SkillGovernance framework for AI coding agents. It runs them through a five-step workflow (plan, build, review, test, ship) where no step counts as done without evidence. Drop-in rules and guardrails for Claude Code, Codex, Cursor, Copilot, and…
githubcrescita misurataApri fonte ↗
Installa
git clone https://github.com/KbWen/agentic-os ~/.claude/skills/agentic-os155stelle GitHub+8 (+5.4 %) - 6Attivo
A MCP that turns PDFs into structured text, tables, figures, metadata, annotations, and page-level evidence for selective retrieval by MCP-compatible AI agents. Improves the information quality AI agents receive while also reducing token…
githubcrescita misurataApri fonte ↗
17stelle GitHubstabile - 7Attivo
compactor-skill
AltroClaude Code skill: reduce token usage 60-80% — targeted reads, model switching, context management. One-line install.
githubcrescita misurataApri fonte ↗
2stelle GitHubstabile - 8Dormiente
concise
SkillSay more with less. Claude Code skill/plugin that cuts ~60-70% of output tokens while keeping natural, readable English.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add o4f6bgpac3/concise10stelle GitHub+2 (+25.0 %) - 9Attivo
super-token-saver
SkillRestore prior Claude Code AND Codex sessions with zero LLM calls. Cross-tool session handoff, cache-expiry prevention, real cost dashboard. One plugin, both hosts.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add ww-w-ai/super-token-saver31stelle GitHubstabile - 10Attivo
laconic
SkillToken-compression skill. An adaptation of caveman — short common words, trust context, say just enough, be laconic.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add GabrielBarberini/laconic19stelle GitHubstabile - 11Dormiente
nekte
AltroAgent-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.
githubcrescita misurataApri fonte ↗
1stelle GitHubstabile - 12Attivo
cc-hud
SkillCompact Claude Code statusline — zero-dependency, crash-free on Windows
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add WaterTian/cc-hud8stelle GitHubstabile - 1344stelle GitHub+3 (+7.3 %)
- 14Dormiente
token-reducer
Skill⚡ Cut Claude token usage by 90%+ — free, open-source, local-first context compression for Claude Code. Hybrid RAG (BM25 + ONNX vectors), AST chunking, reranking. No API needed.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add Madhan230205/token-reducer44stelle GitHubstabile - 15Attivo
claude-power-skills
Skill20 power-user skills for Claude Code: session memory and consolidation, context compression, multi-agent orchestration, adversarial bug hunting, security review, calibrated estimation and decision archaeology. Drop-in SKILL.md files. Built…
githubcrescita misurataApri fonte ↗
Installa
git clone https://github.com/irfad7/claude-power-skills ~/.claude/skills/claude-power-skills4stelle GitHubstabile - 16Dormiente
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add mcp-checkup -- npx mcp-checkup1stelle GitHubstabile - 17Dormiente
Save tokens while coding — your AI agent gets structured code context, not file dumps.
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add codeweave -- npx @codeweave/mcp4stelle GitHubstabile - 18Attivo
Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add smart-context-mcp -- npx smart-context-mcp4stelle GitHubstabile - 19Attivo
claude-lean-skill
AltroTurn your strongest model into a conductor: route each step to the cheapest capable model, and escalate only load-bearing pieces to a pricier reviewer that catches pitfalls early. Subscription, API, or hybrid.
githubcrescita misurataApri fonte ↗
2stelle GitHubstabile - 20Dormiente
Optimize Claude Code token usage — 22 skills, 8 hooks, 6 rules. One npm install. Zero manual steps. Cut costs by 67%.
githubcrescita misurataApri fonte ↗
9stelle GitHubstabile - 21Attivo
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.
githubcrescita misurataApri fonte ↗
115stelle GitHub+1 (+0.88 %) - 22Dormiente
DAG-based Lossless Context Management for Claude Code. Every message preserved, summaries cascade as a DAG, patterns extracted via Lossless Dream — full recall and reflection across sessions.
githubcrescita misurataApri fonte ↗
15stelle GitHubstabile - 23Attivo
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 +…
githubcrescita misurataApri fonte ↗
8stelle GitHubstabile - 24Dormiente
skill-manager
SkillClaude Code plugin — inventory all your installed skills, check structure, and find updates. Free, zero dependencies.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add VersoXBT/skill-manager6stelle GitHubstabile - 25Dormiente
claude-teams-brain
SkillGive your Claude Code Agent Teams a memory. Auto-injects role-specific context into every new teammate — your team never starts blind again.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add Gr122lyBr/claude-teams-brain26stelle GitHubstabile