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Large Language ModelsOpen-Source AIAINOWPublished: Oct 27, 2026, 06:00 JST

Anthropic's MCP standard hits 10,000 servers, now under Linux Foundation

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Anthropic's MCP standard hits 10,000 servers, now under Linux Foundation

3 Key Points

  1. What happened

    Anthropic published MCP as an open standard in November 2024 and donated it to the Agentic AI Foundation on December 9, 2025; over 10,000 MCP servers were public as of December 2025.

  2. Why it matters

    Because a tool vendor builds one MCP server and every supporting AI app can use it, integration work shifts from multiplying combinations to simple addition — lowering the cost of switching AI vendors, per Anthropic's framing.

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Context & Analysis

The protocol's ownership is the part that changed most. MCP began as an Anthropic-published specification in November 2024, but the December 9, 2025 donation to the Agentic AI Foundation — co-founded by Anthropic, Block and OpenAI, with support from Google, Microsoft and AWS — means competing AI vendors now adopt the same standard. For a company weighing whether to build integrations, that lowers the risk that one vendor's policy shift makes the work unusable.

The architecture explains where that work goes. An MCP host is the AI app a user operates, MCP clients handle communication with each server, and MCP servers expose external tools' functions to the AI. Servers offer three things: tools that let the AI act, resources that let it read data, and prompts that supply templated instructions. Tools carry the most risk because they can modify data, which is why the guidance is to start with read-only resources and expand permissions gradually.

Adoption on the tool side is spreading among services used in Japan, including freee's freee-mcp, released as open source in March 2026, plus Backlog, Notion and Atlassian servers. That breadth is also the exposure: unofficial servers, local servers that can run arbitrary commands on a PC, and prompt injection — where hidden instructions in a web page or email trick the AI — are the risks flagged. Admin-controlled plans from ChatGPT Business and Claude Team are presented as the way to keep the list of approved servers visible.

FAQ
Is MCP free to use?
The standard itself is openly published and free. The AI apps and business tools you connect it to charge separately, and Claude's free plan allows only one custom connector.
How is MCP different from an API?
An API is a service-specific gateway with its own call and authentication rules, while MCP is a common layer built for AI use. An MCP server typically calls the underlying API internally, so MCP wraps APIs rather than replacing them.
Can a company build its own MCP server?
Yes, if it has engineers. Official SDKs are published for multiple programming languages, and an internal system with an API can be wrapped as an MCP server usable from several AI apps.
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