2026년 최고의 AI Infrastructure 도구

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Octri

AI 개발 도구

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

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Autoloops

음성 텍스트 변환

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

AI 개발 도구

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

AI 게이트웨이 및 라우팅

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

AI 이미지 생성기

하나의 템플릿으로 완성 이미지를 대량 생성하는 API 우선 서비스. 브라우저 디자인, URL/API/CSV 렌더링, MCP AI 에이전트 워크플로를 지원합니다.

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0mcp

AI 에이전트 인프라

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

AI 개발 도구

AgentManager는 플로팅 창에서 Claude Code 세션을 모니터링하는 macOS 앱입니다. 주의가 필요한 세션을 확인하고 해당 터미널이나 IDE 컨텍스트로 바로 돌아갈 수 있습니다.

C

ComputeArena

LLM 평가

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

AI 에이전트 인프라

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

AI 지식 베이스

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

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NewsMCP

AI 검색 API

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

AI 모델 배포

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

AI 코드 어시스턴트

HeimWall은 Cursor, Claude Code, Copilot, Windsurf 같은 AI 코딩 도구로 전송되는 프롬프트에서 시크릿, PII 및 기타 기밀 데이터를 탐지하는 macOS 앱이자 팀 옵저버빌리티 제품입니다. 원본 프롬프트는 기본적으로 기기에 보관하고, 팀 보고에는 삭제 처리된 신호만 공유합니다.

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Sidenet

AI 에이전트 빌더

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

프롬프트 관리

Promptseen은 인도 크리에이터, 학생, 소규모 기업을 위한 AI 이미지 프롬프트 라이브러리입니다.

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Cohesor

AI 에이전트 인프라

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

AI 지식 베이스

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

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Reloggly

AI 옵저버빌리티

Reloggly는 텍스트, 음성 메모, 사진, 스크린샷을 한곳에 저장하고 나중에 의미로 일상의 세부 정보를 검색할 수 있는 개인용 AI 메모리 앱입니다. 미리 폴더별로 정리할 필요가 없습니다.

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offstage

AI 에이전트 인프라

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

AI 테스트 어시스턴트

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.