2026 最佳AI 智能體基礎設施工具

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Solid

AI 智能體基礎設施

Solid provides AI agents with computers, accounts, and budgets to carry out business tasks across approved tools. Users describe the desired outcome and rules; agents handle setup, execution, verification, and reporting, with approvals where needed.

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Xorviex

AI 智能體基礎設施

Xorviex is a workspace for delegating research, analysis, writing, and connected-app tasks to coordinated AI agents. You describe an objective in natural language; the agents plan the work, use available tools, and a separate Supervisor AI audits the result.

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Graphiti

AI知識圖譜

Graphiti is an open-source GitHub project for building real-time knowledge graphs for AI agents. It provides a codebase that developers can inspect, extend, and contribute to through the repository’s development workflow.

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AgentOps

AI開發者工具

AgentOps is a developer platform for building, tracing, debugging, and deploying AI agents and LLM applications. It provides observability for agents built with OpenAI, CrewAI, AutoGen, and more than 400 LLMs and frameworks.

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Pipecat

AI 智能體基礎設施

Pipecat is an open-source Python framework and ecosystem for building real-time voice and multimodal AI agents. It helps developers compose pipelines that coordinate speech, language, vision, video, text, tools, and telephony transports.

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Glama

AI 智能體基礎設施

Glama is a registry and infrastructure platform for discovering, evaluating, and connecting to Model Context Protocol (MCP) servers, connectors, clients, and tools. It supports browsing open-source and remote MCP entries, with hosted access and gateway features described on the site.

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Claude Platform

AI 智能體基礎設施

Claude Platform gives developers programmatic access to Claude models and managed agent infrastructure for building agents and applications. It includes a REST API, official client SDKs, a web Console, and documentation for direct integrations.

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Simular

AI 智能體基礎設施

Simular is an autonomous computer platform that uses AI agents to operate real computers and automate digital workflows. It serves individuals, builders, operators, and businesses that need to automate tasks across desktop applications and websites, including workflows that do not expose traditional APIs.

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Microsoft Agent Framework

AI 智能體建立工具

Microsoft Agent Framework is a developer framework for building, orchestrating, and deploying AI agents and multi-agent workflows. It supports implementations in Python and .NET.

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Microsoft Foundry

AI 智能體基礎設施

Microsoft Foundry is an enterprise AI platform for building, grounding, deploying, and governing AI applications and agents. It helps development and data teams connect models, organizational knowledge, business tools, and lifecycle controls in Azure.

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Notte

AI 智能體基礎設施

Notte is browser infrastructure for AI agents and production web automation. It provides managed cloud browsers, AI-driven workflows, developer interfaces, and operational tools for authenticated or recurring web tasks.

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AI SDK

AI開發者工具

AI SDK is a TypeScript toolkit for building AI-powered applications and agents across supported model providers and web frameworks. It provides shared APIs for model generation, tool use, streaming, structured output, and AI user interfaces.

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GitMCP

AI 智能體基礎設施

GitMCP creates a remote Model Context Protocol (MCP) server for public GitHub repositories and GitHub Pages sites. It helps MCP-compatible AI assistants access repository documentation and code context for more relevant coding responses.

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Zapier MCP

AI 智能體基礎設施

Zapier MCP connects AI clients such as Claude, ChatGPT, and Cursor to actions across Zapier’s app ecosystem. It lets an agent discover an appropriate action, request missing details, and execute it with authentication and permissions managed through Zapier.

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Nomic

AI知識庫

Nomic is an AI agent platform for architecture, engineering, and construction firms. It grounds search, review, drafting, and compliance workflows in drawings, specifications, project data, and connected systems.

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Prime Intellect

AI 智能體基礎設施

Prime Intellect is an open stack for training, evaluating, deploying, and improving AI models and agents. It combines RL environments, hosted evaluations and training, model inference, GPU compute, and isolated sandboxes for research and production workflows.

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Hyperbrowser

AI 智能體基礎設施

Hyperbrowser provides on-demand cloud browsers and sandboxes for AI agents, web automation, scraping, testing, and agentic code execution. It connects browser workflows through an API, Playwright, Puppeteer, Python, or Node.js.

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DSPy

AI開發者工具

DSPy is an open-source framework for programming language-model applications instead of manually prompting them. Its public repository provides the project code, documentation, tests, issue tracking, and contribution workflow.

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Docker MCP Enterprise Gateway

AI 智能體基礎設施

Docker MCP Enterprise Gateway governs how MCP-compatible clients access approved servers and tools. It applies identity-aware policy, supplies credentials from an approved secret store, and records tool-call decisions for enterprise teams.

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Steel

AI 智能體基礎設施

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.