Agenta 记录了 45,760 月访问量，月度环比增长为 +29.5%，定价为免费增值。Agents-Flex 记录了 5,088 月访问量，增长率为 +202.3%，定价为 Free / Open Source。
开源 Java 框架，用于构建 AI 智能体与 LLM 应用
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | agenta.ai | agentsflex.com |
| 定价模式 | 免费增值 | Free / Open Source |
| 月访问量 | 4.58万 (45,760) | 5088 (5,088) |
| 月度环比流量变化 | +1.04万 (+29.5%) | +3405 (+202.3%) |
| 主要市场与份额 | 🇺🇸 美国 (23.1%) | 🇨🇳 中国 (100%) |
| 直接访问 / 月 | 1.72万 | 426 |
| 用户评分 | 4.4 | 4.6 |
| 支持的平台 | 网站 | 网站 |
用于构建、评估与部署 AI Agent 的开源工作空间
从模板或空白开始搭建 Agent，为其配置模型、技能与工具，并在聊天界面、Slack 或 Telegram 中运行。
通过 MCP 接入 Notion、GitHub、HubSpot、Slack、Linear、Drive 等，可在不重写 Agent 的前提下更换工具或技能。
对 Agent 输出打分、收集反馈，并查看每次运行的耗时、Token 用量与成本日志，让改进可被度量。
自行决定哪些动作可无人值守执行、哪些需要审批，同时凭证保存在 Agent 可用但不可读的保险库中。
开源 Java 框架，用于构建 AI 智能体与 LLM 应用
为任意受支持的提供商配置 API Key 与模型名，再通过 chat() 调用，获得跨模型一致的接口体验。
AgentRunner 结合策略与中间件，在单一执行流中协调模型、工具与沙箱。
可复用、可版本化的能力定义，捆绑 SKILL.md、脚本与资源，可从本地目录或远程存储发现并加载。
按需加入知识检索、图像生成与 OCR 流程，灵活混合同步与异步执行方式。
免费 / 开源在本地或云端运行和构建开源 AI 模型
让 AI 智能体安全接入 1700+ 应用
免费 / 开源让多个编程智能体在各自独立的 worktree 中并行运行
免费 / 开源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
免费 / 开源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
Pinecone is a managed vector database and AI knowledge platform for building retrieval-augmented generation (RAG), semantic search, and agent memory. It stores vector embeddings at scale, makes writes searchable within seconds with no index tuning, and keeps p99 latency steady as data grows. Pinecone powers products for more than 10,000 customers and over a million developers worldwide.
Pinecone is a managed vector database and AI knowledge platform for building retrieval-augmented generation (RAG), semantic search, and agent memory. It stores vector embeddings at scale, makes writes searchable within seconds with no index tuning, and keeps p99 latency steady as data grows. Pinecone powers products for more than 10,000 customers and over a million developers worldwide.
免费 / 开源面向生产级 AI 的智能体可观测性、评估与持续改进平台
免费 / 开源Sim is the open-source AI workspace for building, deploying and governing AI agents. Create agents visually, in Chat or in code, ground them in a synced knowledge base, connect 270+ integrations, and control access, spend and deployment from one place — on Sim Cloud or self-hosted.
免费 / 开源Sim is the open-source AI workspace for building, deploying and governing AI agents. Create agents visually, in Chat or in code, ground them in a synced knowledge base, connect 270+ integrations, and control access, spend and deployment from one place — on Sim Cloud or self-hosted.
