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NewsTopic · MCP与代理框架之争1 min read·2026-10-14

Apify CEO Jan Čurn: MCP Isn't the Bottleneck, Your Agent Harness Is

Jan Čurn, Founder & CEO of Apify, spoke at the AI Engineer World's Fair 2026, countering the 'MCP is dead' narrative. He argued that issues like context bloat stem from naive client implementations rather than the protocol itself. Čurn outlined three industry fixes—sub-agents, progressive tool discovery, and Code Mode—and demonstrated Apify's open-source universal CLI client, mcpc.

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2026-10-02 22:00 GMT+8

Jan Čurn, Founder & CEO of Apify, delivered a talk titled "MCP Doesn't Suck. Your Agent Does." at the AI Engineer World's Fair 2026. Addressing recent criticism of the Model Context Protocol (MCP), Čurn argued that problems such as context bloat and excessive token consumption are primarily caused by naive client implementations, not flaws in the protocol itself.

In his presentation, Čurn detailed three technical fixes adopted by the industry: using sub-agents to isolate context, implementing progressive tool discovery, and utilizing Code Mode. He explained why Command Line Interfaces (CLIs) perform better for local access while MCP is superior for remote authenticated access. Additionally, he provided a live demonstration of mcpc, Apify's open-source universal MCP CLI client, and shared early results from Connector Evals comparing raw MCP, CLIs, and mcpc.

Sources

  • 原始出处youtube.com↗
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Topic

MCP与代理框架之争

Apify CEO Jan Čurn 在 AI Engineer World's Fair 2026 上反驳“MCP已死”论调,指出上下文膨胀源于代理框架(Agent Harness)的朴素实现而非协议本身。他强调 MCP 是标准远程接口,…

7 steps1 piecesUpdated 2026-10-15 07:36

How it got here

  1. 2024-11-01Anthropic 发布 MCP 规范,旨在解决 M×N 集成问题。
  2. 2025-03-01OpenAI 宣布支持 MCP,随后 Google DeepMind 跟进。
  3. 2025-12-01Anthropic 将 MCP 捐赠给 Linux Foundation,多家科技巨头加入创始成员。

What is still unsettled

  • mcpc 能否成为事实上的 MCP 客户端标准?
  • Connector Evals 的基准测试结果是否被社区广泛接受?
  • 大多数现有代理框架何时会全面实施渐进式工具发现?
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