2026 Mejores herramientas de AI Infrastructure

C

CoreWeave

Plataformas de inferencia de IA

CoreWeave is an AI-focused cloud platform that combines GPU infrastructure, storage, networking, orchestration, and operational tooling for training and serving AI workloads. It supports teams moving from model experiments to production systems, including reinforcement-learning and agent-development workflows.

S

Steel

Infraestructura para agentes de IA

Steel is open-source browser infrastructure for AI agents and web automation. It provides cloud browser sessions through an API, with support for common browser automation tools and workflows such as scraping, research, RPA, and agent-driven web tasks.

C

Cognee

Base de Conocimiento IA

Cognee is an open-source memory platform for AI agents and applications. It connects data across sources, builds connected memory using vector, graph, and relational storage, and makes that context available through SDK, cloud, or self-hosted deployments.

G

Galileo

Observabilidad de IA

Galileo is an AI observability and evaluation platform for testing, debugging, and governing LLM and agent systems across development and production. It helps teams turn evaluation results into production guardrails and monitor AI behavior at scale.

K

KServe

Plataformas de inferencia de IA

KServe is a Kubernetes-based inference platform for deploying distributed generative and predictive AI workloads across multiple model frameworks. It is intended for teams that need a standardized way to run inference services in Kubernetes.

P

Promptfoo

Asistentes de pruebas con IA

Promptfoo is an AI security and testing platform for evaluating LLM applications, agents, models, and workflows. It helps developers and security teams find vulnerabilities, validate guardrails, map findings to security frameworks, and track remediation through development and deployment.

U

Unity MCP

Herramientas IA Dev

Unity MCP is an open-source GitHub project that connects AI assistants with the Unity Editor. It provides LLM-accessible tools for managing assets, controlling scenes, editing scripts, and automating Unity tasks.

M

Model Context Protocol TypeScript SDK

Infraestructura para agentes de IA

The official TypeScript SDK for building Model Context Protocol servers and clients. It provides a repository-organized foundation for MCP development, with separate client, server, core, middleware, documentation, and example areas.

S

Stability AI Developer Platform

Generador 3D IA

Stability AI Developer Platform provides APIs for adding generative audio, image, image editing, upscaling, control, and 3D asset creation to applications. It is intended for developers and teams building creative workflows with Stability AI models.

M

Mixedbread

Base de Conocimiento IA

Mixedbread is a multimodal search API and retrieval platform for applications and AI agents. It processes files such as PDFs, documents, images, code, audio, and video, then returns searchable, ranked evidence for downstream tasks.

D

Diffbot

Grafo Conocimiento IA

Diffbot transforms unstructured public web content into structured data for AI applications. Its APIs and agent skills support web search, page extraction, crawling, entity resolution, natural-language processing, and Knowledge Graph research.

T

TruLens

Infraestructura para agentes de IA

TruLens is an open-source library for tracing and evaluating AI agents and other LLM applications. It helps development teams inspect agent steps, score quality with configurable metrics, and compare application versions using OpenTelemetry-based instrumentation.

D

DeepSeek Platform

Herramientas IA Dev

Plataforma de API en línea para acceder a modelos de IA de DeepSeek, consultar su documentación de API y utilizar recursos para desarrolladores.

S

Stagehand

Creador de agentes de IA

SDK de código abierto para crear agentes de navegador con APIs al estilo de Playwright, acciones en lenguaje natural, extracción estructurada y comportamiento autorreparable; compatible con TypeScript, Python y Go.

H

Hyperstack

Plataformas de inferencia de IA

Plataforma de GPU en la nube para ejecutar cargas de trabajo de IA y aprendizaje automático, con entrenamiento, inferencia, análisis de datos y desarrollo de modelos.

O

Obot

Infraestructura para agentes de IA

Plano de control de IA empresarial y puerta de enlace MCP de código abierto para implementar, gobernar y auditar agentes de IA, servidores MCP y Skills.

V

Vidu API

Generador de Video IA

Plataforma para desarrolladores que integra la generación de vídeo con IA en aplicaciones mediante flujos de trabajo basados en texto, imágenes, fotogramas clave y referencias.

A

Automat Workforce

Infraestructura para agentes de IA

Automat Workforce ofrece a Ace, un compañero de trabajo con IA que cuenta con su propio Mac, correo electrónico, teléfono y cuenta corporativa. Trabaja con herramientas como Slack, Teams, Gmail, Microsoft 365, calendarios, chat, teléfono, SMS e iMessage para completar tareas y solicitar la intervención humana cuando es necesario.

C

CrawlRaven MCP Server

Herramientas SEO IA

CrawlRaven MCP Server conecta Claude, ChatGPT, Cursor, Claude Code y otros clientes MCP compatibles con OAuth a los datos de Search Console, informes de GA4 vinculados, oportunidades clasificadas, palabras clave objetivo y la cronología de CrawlRaven, con análisis SEO estructurado y de solo lectura por defecto.

S

SelfJev

Infraestructura para agentes de IA

SelfJev es un modelo de decisiones 4B autoalojado que convierte texto, imágenes y preguntas en respuestas tipadas con probabilidades para flujos estructurados de clasificación, enrutamiento, revisión y políticas.