
专项更强Google 的快速原型开发 IDE 与开发者 API 工作台,用于构建基于 Gemini 模型的多模态应用。
Merge 记录了 313,201 月访问量,月度环比增长为 +1.7%,定价为免费增值,定价请咨询。Mesa 记录了 6,563 月访问量,增长率为 +48.4%,定价为免费增值。

连接智能体、数据、工具与模型的通用上下文引擎
一个标准化 API 即可将产品接入数百个 HRIS、薪酬、ATS、CRM、会计、工单和文件存储系统,支持读取与写入。
让智能体以安全、已鉴权的方式访问数千个跨第三方服务的现成工具,并具备作用域权限和审计日志。
通过一个 API 路由所有模型,支持自动故障转移、预置或自定义路由规则以及支出与性能控制。
将已批准的 MCP 连接器、模型和技能分发给员工 AI 工具,并提供按团队预算、DLP 扫描与审计日志。

为 AI Agent 打造的版本化文件系统
100% 兼容 POSIX 的挂载方式,让 Agent 与沙箱使用熟悉的 Unix 工具,持久化、同步与版本历史在底层透明处理。
毫秒级分叉工作区,在隔离分支上运行数十个 Agent,最后选出最佳结果,无需文件锁。
在每一步为整个文件系统打快照,Agent 出错时可通过一次 API 调用恢复任意历史状态。
随时暂停 Agent 等待审核,构建审批队列与策略闸门,然后从完全相同的工作区状态继续。

专项更强Google 的快速原型开发 IDE 与开发者 API 工作台,用于构建基于 Gemini 模型的多模态应用。
Unifies access to hundreds of large language models, but focuses on LLM inference routing rather than SaaS data integration.
Unifies access to hundreds of large language models, but focuses on LLM inference routing rather than SaaS data integration.
让 AI 智能体安全接入 1700+ 应用

专项更强Industry-standard platform for designing and testing APIs, but lacks Merge's pre-built managed authentication and unified integration connectors.
专项更强Industry-standard platform for designing and testing APIs, but lacks Merge's pre-built managed authentication and unified integration connectors.

专项更强Web search and crawling API purpose-built for AI agents, but does not provide third-party SaaS data integration infrastructure.
高可信前沿推理,端到端加密

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.

提供受管理的身份验证与 Webhook 触发器来连接工作流与 AI 智能体,但缺乏 Merge 的现成企业数据连接器。
面向编码智能体的 Fast Apply 与智能体调优推理
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.