Ext Ops Panel
Abrir o painel

Etuki FinOps & LLM Pricing Oracle

Cryptographic 563-leaf LLM rate oracle, context-cliff auditor, and prompt cache optimizer.

Servidor MCP · de cooyun

Resumo

Etuki FinOps & LLM Pricing Oracle é um servidor MCP publicado por cooyun. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). Vimos pela primeira vez em 2026-11-01 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-11-04.

O que pede

  • Roda remotamente

Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.

O que declara, pede e executa, por completo

Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.

Funciona com

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

Um link de um clique abre o cliente, que pede confirmação antes de adicionar o servidor.

Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.

Conectar

Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.

Como servidor MCP remoto

Gerado a partir do que Official MCP Registry declara.

Claude CodeTerminal
claude mcp add --transport http etuki-finops-mcp https://www.etuki.com/api/v1/mcp
Codex~/.codex/config.toml
[mcp_servers.etuki-finops-mcp]
url = "https://www.etuki.com/api/v1/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "etuki-finops-mcp": {
      "url": "https://www.etuki.com/api/v1/mcp"
    }
  }
}

Onde está publicado

MarketplaceStatusVersãoNúmerosVerificadoVisto pela primeira vez
Official MCP Registry (Abrir o registro) Listado 40.7.4 Forks (GitHub): 0
Estrelas (GitHub): 0
Sem marcação

Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.

O que mudou

  1. Passou a ser um produto que acompanhamos
  2. Official MCP Registry: apareceu

Plugins semelhantes

Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.

  • OptimToken

    Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.

    de OptimNow · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • SkillFM LLM Cost Optimizer

    LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.

    de ericm1018 · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • InferCPI

    AI inference price index: token prices, cost per capability, open vs closed, hosts, cost per task.

    de infercpi.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • TokenOracle

    Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.

    de guffeyholdings.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • LLM Broker

    One key, every model: measured scores and live prices, routed per request to the cheapest fit.

    de llm-broker.net · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Compute Screener

    GPU cloud pricing (H100, H200, B200 per hour) and AI model API pricing per 1M tokens, with history.

    de computescreener.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • Tokeven Cost Advisor

    Price a Claude, GPT, Gemini or Grok call before you send it. Runs locally.

    de tokeven.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • tokencost-dev io.github.jeff-atriumn/tokencost-dev

    LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM

    de jeff-atriumn · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • token-cost

    Estimate the floor (self-) cost of a self-hosted LLM token: electricity + hardware amortization, measured on the server. Not the market API price.

    de EvilFreelancer · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • MCP Cost Optimizer

    Local-first LLM cost analysis and model-switch savings estimates for AI agents.

    de petrovicistefan · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

Plugins semelhantes por marketplace

A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?

Listado em Claude Code: claude-plugins-community (5)
  • cost-guard

    Real-time USD cost enforcement for Claude Code. Halts runaway agentic loops mid-step before they burn through your budget. The plugin enforces real-time USD cost limits in Claude…

    de oggeh-dev · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • llmprobe

    Synthetic monitoring for LLM inference endpoints. Probe TTFT, latency, throughput, and errors across OpenAI, Anthropic, Google, Azure, Bedrock, and any OpenAI-compatible server.

    de Jwrede · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • memoriant-llm-gateway-skill

    Compliance-first LLM gateway for Claude Code. Policy-as-code enforcement (YAML policy definitions), tamper-evident audit trails, PII redaction, token budget enforcement, and…

    de NathanMaine · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • claude-cost-tracker

    Real-time token usage and cost analytics for Claude Code. Automatically tracks spend per developer, project, and session via a PostToolUse hook. Includes budget enforcement with…

    de MayurBhavsar · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • credyt

    Real-time billing infrastructure for AI products: create products, track usage, manage wallets, and verify pricing directly from Claude.

    de credyt · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Claude Code: claude-plugins-official (5)
  • dash0

    OpenTelemetry observability for Claude Code sessions. Captures tool calls, LLM invocations, token usage, and errors as OTel traces. Send telemetry to Dash0 or any…

    de dash0hq · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • NVIDIA Skills

    Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…

    de NVIDIA · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    de langfuse · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • togetherai-skills

    Agent Skills for Together AI platform — inference, training, embeddings, audio, video, images, function calling, and infrastructure. Covers serverless chat completions…

    de togethercomputer · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    de datarobot-oss · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em Claude: knowledge-work-plugins (5)
  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    de langfuse · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    de datarobot-oss · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • qdrant-skills

    Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across…

    de qdrant · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • datadog

    Use Datadog directly in Claude Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation. This plugin is in…

    de datadog-labs · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • Daloopa

    Financial analysis skills powered by Daloopa's institutional-grade data

    de daloopa · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Codex: openai-curated (openai/plugins) (5)
  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    de NVIDIA · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    de OpenAI · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    de OpenAI Codex · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Datadog (Preview)

    Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…

    de Datadog · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Cloudflare

    Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.

    de Cloudflare · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

Listado em Community GitHub marketplaces (5)
  • token-cost

    Estimate the floor (self-) cost of a self-hosted LLM token: electricity + hardware amortization, measured on the server. Not the market API price.

    de EvilFreelancer · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • llm-cost-optimizer

    Cut LLM API spend via model routing, prompt caching, prompt compression, and per-feature cost observability. Use when AI costs are too high, choosing between models, or launching…

    de Alireza Rezvani · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • cost-accrual-tracker

    Track real-time API cost accrual during LLM execution. Activate on 'cost tracking', 'token usage', 'API costs', 'budget monitoring', 'usage metrics'. NOT for cost estimation…

    de curiositech · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • cost-verification-auditor

    Audit LLM token cost estimates against actual API usage. Activate on 'cost verification', 'token estimate accuracy', 'API cost audit', 'estimation variance'. NOT for pricing…

    de curiositech · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • ruflo-cost-tracker

    Token usage tracking, model cost attribution per agent, budget alerts, and optimization recommendations

    de ruvnet · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/awesome-copilot (5)
  • token-pacman

    Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.

    de James Montemagno · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • chronicle-stats

    See your local Copilot token usage by day, model, and session, and get tips to use it more efficiently.

    de Julia Muiruri · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • ai-team-orchestration

    Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.

    de Denis Evdokimov · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • azure-cost-health-check

    Read-only Azure cost, forecasts, budget alerts, Advisor recommendations, and AI billing analysis in a Copilot canvas.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • agentcouncil

    Multi-model council for Copilot CLI: three subagents on different model families (Anthropic, OpenAI, Google) answer independently, then build on each other or attack the leading…

    de Sentry01 · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    de github · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

Listado em Cursor: cursor/plugins (5)
  • Orchestrate

    Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Databricks Genie One

    Ask Databricks Genie questions about your workspace's data in plain language.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Vanta

    Query and remediate compliance tests, controls, frameworks, risks, and vulnerabilities in Vanta.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

Listado em Docker MCP Catalog (5)
  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    de comet-ml · Servidor MCP

    Listado em: Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • OpenMesh

    Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.

    de docker · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • Zen

    Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.

    de BeehiveInnovations · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • Novita

    Seamless interaction with Novita AI platform resources.

    de novitalabs · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • AWS Bedrock Data Automation

    Analyze documents, images, videos, and audio.

    de awslabs · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

Listado em Official MCP Registry (5)
  • OptimToken

    Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.

    de OptimNow · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • SkillFM LLM Cost Optimizer

    LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits.

    de ericm1018 · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • InferCPI

    AI inference price index: token prices, cost per capability, open vs closed, hosts, cost per task.

    de infercpi.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • TokenOracle

    Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.

    de guffeyholdings.com · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • LLM Broker

    One key, every model: measured scores and live prices, routed per request to the cheapest fit.

    de llm-broker.net · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

Listado em PyPI (MCP servers) (5)
  • nable

    Local-first FinOps copilot: ask AWS, Azure, GCP, Kubernetes and SaaS cost questions in your editor.

    de chaandannn · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • roost-mcp

    Model Context Protocol server for Roost — credit underwriting and per-spend decisioning for AI agents.

    de roostcapital · Servidor MCP

    Listado em: PyPI (MCP servers) · Descreve quase a mesma tarefa

  • mcp-openai io.github.AceDataCloud/mcp-openai

    MCP server for OpenAI API (chat completions, image generation, embeddings) via AceDataCloud

    de AceDataCloud · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • local-delegate io.github.ZahiriNatZuke/local-delegate

    Delegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.

    de ZahiriNatZuke · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

  • digline

    Read, measure and explain LLM eval runs of a digline suite. Cannot promote a baseline.

    de digline.dev · Servidor MCP

    Listado em: Official MCP Registry, PyPI (MCP servers) · Descreve quase a mesma tarefa

Listado em npm registry (MCP servers) (5)
  • ai-model-advisor-mcp

    An intelligent Model Context Protocol (MCP) Server that acts as an AI model advisor. Compare LLM and media pricing, features, and quality across 1,000+ models from OpenRouter…

    de Semicolon-D · Servidor MCP

    Listado em: npm registry (MCP servers) · Descreve quase a mesma tarefa

  • llm-checker

    Intelligent CLI tool with AI-powered model selection that analyzes your hardware and recommends optimal LLM models for your system

    de signerless · Servidor MCP

    Listado em: npm registry (MCP servers) · Descreve quase a mesma tarefa

  • Kosha Model Discovery

    Tells your agent which model to use and what it costs, across 46 providers and local runtimes.

    de sriinnu · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • runapi-mcp io.github.runapi-builder/runapi-mcp

    130+ AI models for image, video, music, and audio — 18 model families, one RunAPI account.

    de runapi-builder · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers) · Descreve quase a mesma tarefa

  • AI Usage

    Reports real token usage and cost from Claude Code and OpenCode data. Nothing leaves your machine.

    de MohitBansal321 · Servidor MCP

    Listado em: Official MCP Registry, npm registry (MCP servers) · Descreve quase a mesma tarefa

Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.

Quer esta marca no seu plugin em nosso catálogo?

Prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS, e você poderá mostrar esta marca na ficha, com banners ao vivo para o seu site e o README. Como funciona a verificação

Você também recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.

Dados de Official MCP Registry. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.

De onde vêm os dados: como o catálogo é montado