Anthropic acquires Stainless
Anthropic 于 2026 年 5 月 18 日宣布收购 Stainless,一家专注于 SDK 和 MCP 服务器工具的公司。 Stainless 成立于 2022 年,自 Anthropic API 发布以来一直负责生成所有官方 Anthropic SDK 。数百家公司使用 Stainless 来创建 SDK 、 CLI 和 MCP 服务器——这些库、命令行工具和连接器使开发者与代理能够与 API 交互。 Stainless 可将 API 规范转换为多种语言的 SDK,包括 TypeScript 、 Python 、 Go 、 Java 、 Kotlin 等,确保每个 SDK 都高效、可靠且符合目标语言的使用习惯。
此次收购反映了 AI 正从只会回答问题的模型向能够执行行动的代理转变。代理的能力取决于它们能接入的系统,Anthropic 希望通过整合 Stainless 的技术来扩大这种可接入性。 Anthropic 平台工程负责人 Katelyn Lesse 指出,Stainless 从一开始就塑造了开发者使用 Claude API 的体验。她表示,很高兴把 Stainless 团队纳入 Anthropic,以增强 Claude 连接数据与工具的能力。
Stainless 创始人兼 CEO Alex Rattray 表示,他创办公司是因为认为 SDK 应得到与所封装的 API 同等的关注。 Anthropic 是最早认同这一愿景的团队之一。 Rattray 提到,看到过去几年开发者在 Claude 上构建的成果,让双方合并成为顺理成章的决定。团队将继续在最重要的平台上,做他们热爱的工作。
Anthropic 创建了 MCP 以实现代理的连接能力。通过合并 Stainless 与 Anthropic 团队,Claude 平台将继续推动开发者体验与代理连接的前沿。这次收购强化了 Anthropic 在日益增长的 AI 驱动工具与代理生态系统中的地位,确保开发者拥有稳健且精心打造的库和连接器,以在 Claude 之上构建应用。
Anthropic announced on May 18, 2026, that it has acquired Stainless, a company specializing in SDK and MCP server tooling. Founded in 2022, Stainless has been responsible for generating every official Anthropic SDK since the launch of Anthropic's API. Hundreds of companies use Stainless to create SDKs, CLIs, and MCP servers, which are the libraries, command-line tools, and connectors that allow developers and agents to interact with an API. Stainless converts an API spec into SDKs across multiple languages including TypeScript, Python, Go, Java, Kotlin, and more, ensuring each one is fast, reliable, and feels native to its language.
The acquisition reflects a broader shift in AI's evolution from models that simply answer questions to agents that take action. These agents are only as capable as the systems they can reach, and Anthropic aims to extend that reach by integrating Stainless's technology. Katelyn Lesse, Head of Platform Engineering at Anthropic, noted that Stainless has shaped how developers experience the Claude API from the beginning. She expressed excitement about bringing the Stainless team into Anthropic to advance Claude's ability to connect to data and tools.
Alex Rattray, Founder and CEO of Stainless, explained that he started the company because he believed SDKs deserve as much care as the APIs they wrap. Anthropic was one of the first teams to bet on this vision. Rattray said that watching what developers have built on Claude over the past few years made the decision to merge the teams an easy one. The team will continue doing the work they love on the platform where it matters most.
Anthropic created MCP to make agent connectivity possible. By combining the Stainless and Anthropic teams, the Claude Platform continues to push the frontier of developer experience and agent connectivity. The acquisition strengthens Anthropic's position in the growing ecosystem of AI-powered tools and agents, ensuring that developers have robust, well-crafted libraries and connectors to build on top of Claude.
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Anthropic 收购 Stainless 的主要目的是获取人才并调整战略,随后逐步停止了包括 SDK 生成器在内的所有托管产品,影响了数百家依赖该服务的公司。
许多人认为这一关闭时机不当,损害了开发者的信任,尤其是 Stainless 一直被视为初创公司和 API 提供商的可靠合作伙伴。对风险投资支持的初创公司被收购后关闭的做法普遍存在批评,批评者认为这种模式会破坏已有价值,并给被迫迁移的用户留下技术债务。
也有观点认为这只是典型的人才收购(acqui-hire):Stainless 员工从交易中获益,SDK 生成器的输出仍归客户所有,且提供了自助迁移的路径。但另一部分人将此举视为反竞争行为,尤其是在 OpenAI 依赖 Stainless 提供其主要 SDK 库的背景下,消除该服务可能对竞争对手造成的影响大于对 Anthropic 本身的伤害。
普遍的担忧是,AI 公司凭借巨额资本收购并扼杀关键基础工具。 Anthropic 在尚未盈利的情况下投入数十亿美元,这被一些人视为 AGI 炒作周期中可能存在的问题或欺诈风险。此次收购也符合 AI 实验室把开发者工具整合进"围墙花园"、限制第三方使用的平台化趋势,从而引发对未来建立依赖后价格上涨和供应受限的担忧。
开源工具(例如 Microsoft 的 TypeSpec)以及竞争替代品(如 APIMatic 、 Fern)被强调为更可持续的选择,不少公司已经开始构建内置解决方案以避免供应商锁定。关于 AI 是否能真正替代专业工具的争论也在持续,批评者指出,讽刺的是 Anthropic 需要收购 Stainless,而不是直接用自己的模型去生成 SDK 。
总体讨论反映了对当前 AI 商业模式可持续性的深刻怀疑。许多人预测,一旦某些公司确立市场主导地位,那些现在靠补贴维持的服务最终会被削弱。尽管有人认可 Stainless 背后的人才和质量,主要情绪仍是对大型 AI 公司收购并降级广泛使用服务的失望和怀疑。用风险投资资金收购基础工具然后关闭或限制访问的做法,加剧了对围墙花园和长期供应商锁定的担忧,也扩大了对整个 AI 行业商业可行性和 AI 真正替代专业人才能力的疑问。 - Anthropic is acquiring Stainless primarily for talent and strategic positioning, winding down all hosted products including the SDK generator, which disrupts hundreds of companies relying on the service.
- The shutdown is seen by many as tone-deaf and damaging to developer goodwill, especially since Stainless positioned itself as a dependable partner for startups and API providers.
- There is widespread cynicism about VC-backed startups being acquired and shut down, with critics arguing this pattern destroys value and creates technical debt for users forced to migrate.
- Some defend the acquisition as a standard acquihire, noting that Stainless employees benefit from the deal and that the SDK generator's output remains owned by customers, with a self-service transition path available.
- The move is viewed by some as anti-competitive, particularly because OpenAI relies on Stainless for its main SDK libraries, and eliminating the service could harm competitors more than Anthropic itself.
- Broader concerns are raised about AI companies using monopoly money to acquire and kill foundational tools, with Anthropic spending billions despite not being profitable, signaling potential fraud in the AGI hype cycle.
- The acquisition fits a pattern of AI labs consolidating developer tooling into walled gardens, restricting usage to their own platforms and raising fears of future price increases once dependence is established.
- Alternatives like open-source tools (e.g., Microsoft's TypeSpec) and competitors (e.g., APIMatic, Fern) are highlighted as more sustainable options, with some companies already choosing to build in-house solutions to avoid vendor lock-in.
- There is debate over whether AI can truly replace the need for specialized tooling, with critics pointing out the irony that Anthropic had to acquire Stainless rather than simply generating SDKs with its own models.
- The discussion reflects deep skepticism about the sustainability of current AI business models, with many predicting that subsidized services will eventually be enshittified once market dominance is achieved.
The conversation reveals a fundamental tension between the promise of AI-driven efficiency and the reality of corporate consolidation in the developer tools space. While some acknowledge the talent and quality behind Stainless, the dominant sentiment is one of frustration and distrust toward large AI companies acquiring and deprecating widely-used services. The pattern of using venture capital to fund acquisitions of foundational tools, only to shut them down or restrict access, fuels concerns about walled gardens and long-term vendor lock-in. This skepticism extends to the broader AI industry, where massive spending by unprofitable companies raises questions about the sustainability of current business models and the true capabilities of AI to replace specialized human expertise.