2026 Melhores ferramentas de AI Infrastructure

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Octri

Ferramentas Dev IA

Turn OpenAPI definitions into hosted docs, SDKs, MCP tools, and SDK-based monitoring.

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Autoloops

Voz para Texto

Autoloops provides speech infrastructure for voice agents, combining streaming speech-to-text with realtime serving for open-weight language models. It offers serverless APIs and on-demand clusters for teams building or testing realtime voice and agent workloads.

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Cortex Docs

Ferramentas Dev IA

Cortex Docs is an open-source API tooling workflow that turns API specifications and Markdown into interactive documentation, typed SDKs, and MCP servers. It helps developers publish API interfaces for human users, applications, and AI agents from a shared project.

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inferock-bench

Gateways e roteamento de IA

inferock-bench is a local diagnostic proxy for tracking LLM API usage, provider-reported costs, failures, and billing-integrity signals. It helps developers inspect calls to OpenAI, Anthropic, Gemini Developer API, and pinned OpenRouter endpoints using locally stored receipts.

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PixelDrive

Gerador de imagens com IA

Serviço API-first para gerar imagens em massa a partir de um template, com design no navegador, renderização por URL/API/CSV e fluxos de agentes de IA via MCP.

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0mcp

Infraestrutura para agentes de IA

0mcp converts selected operations from an OpenAPI-described API into a hosted Model Context Protocol (MCP) server. It helps SaaS, platform, and internal teams make approved API actions available to MCP-compatible AI clients without implementing and operating the protocol layer themselves.

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AgentManager

Ferramentas Dev IA

AgentManager é um app para macOS que permite monitorar sessões do Claude Code em uma janela flutuante. Ele ajuda você a ver qual sessão precisa de atenção e voltar ao terminal ou contexto de IDE correspondente.

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ComputeArena

Avaliação de LLMs

ComputeArena is a community benchmark directory for measuring local AI model throughput across chips, quantisations, and runtimes. It helps developers run offline benchmarks, inspect signed reports, and compare decode and prefill performance on compatible workloads.

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Guardrail by NeatProxy

Infraestrutura para agentes de IA

Guardrail is a local spend firewall for AI coding agents. It records usage metadata and, on supported proxy integrations, checks budget policies before forwarding requests to providers.

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AO2 Memory

Base de Conhecimento IA

Shared, structured memory for people using multiple AI assistants and custom apps.

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NewsMCP

API de pesquisa com IA

NewsMCP provides live news search for AI agents through MCP or a plain REST API. It groups coverage of the same story into deduplicated events so agents can assess news without filling their context windows with near-duplicate articles.

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Compartment

Implantação de modelos de IA

Compartment is a self-hosted platform for deploying and sharing small apps, tools, agents, and automations. It gives teams a consistent deployment path, access controls, HTTPS, and isolated runtimes on infrastructure they control.

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HeimWall

Assistente de Código IA

HeimWall é um aplicativo para macOS e um produto de observabilidade para equipes que detecta segredos, PII e outros dados confidenciais em prompts enviados a ferramentas de programação com AI, como Cursor, Claude Code, Copilot e Windsurf. Os prompts brutos permanecem no dispositivo por padrão, e apenas sinais redigidos são compartilhados para relatórios da equipe.

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Sidenet

Criador de agentes de IA

Sidenet is an infrastructure platform for vertical SaaS companies to build, embed, observe, and monetise AI assistants in their products. It provides agents, workflows, model access, integrations, memory, evaluations, and operational cost tracking for software teams.

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Promptseen

Gestão de prompts

Promptseen é uma biblioteca de prompts de imagens com IA para criadores, estudantes e pequenas empresas da Índia.

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Cohesor

Infraestrutura para agentes de IA

Cohesor is an AI gateway and control plane for routing model requests, compressing agent context, governing spend, and brokering MCP tool calls. It is designed for teams running internal or customer-facing AI agents.

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OrgComputers

Base de Conhecimento IA

A shared workspace that gives AI coding agents common project context, memory, and tools.

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Reloggly

Observabilidade de IA

Reloggly é um app pessoal de memória com IA para guardar textos, notas de voz, fotos e capturas de tela em um só lugar e depois pesquisar detalhes do dia a dia pelo significado, sem precisar organizá-los em pastas antes.

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offstage

Infraestrutura para agentes de IA

A macOS tool that gives coding agents a separate desktop for GUI work without taking over the user’s screen, keyboard, or mouse.

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QAgent

Assistentes de testes com IA

QAgent is an AI agent testing and quality assurance platform for developers and agile teams. It connects to an agent through a webhook or endpoint, runs automated test cases, and evaluates responses for groundedness, policy adherence, prompt compliance, and related quality dimensions.