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If you want the things mentioned in this article, I highly recommend looking at https://github.com/modelcontextprotocol/modelcontextprotocol... and https://modelcontextprotocol.io/community/sep-guidelines and participating in the specification process.

Point-by-point for the article's gripes:

- distributed tracing/telemetry - open discussion at https://github.com/modelcontextprotocol/modelcontextprotocol...

- structured tool annotation for parallelizability/side-effects/idempotence - this actually already exists at https://modelcontextprotocol.io/specification/2025-06-18/sch... but it's not well documented in https://modelcontextprotocol.io/specification/2025-06-18/ser... - someone should contribute to improving this!

- a standardized way in which the costs associated with an MCP tool call can be communicated to the MCP Client and reported to central tracking - nothing here I see, but it's a really good idea!

- serialization issues e.g. "the server might report a date in a format unexpected by the client" - this isn't wrong, but since the consumer of most tool responses is itself an LLM, there's a fair amount of mitigation here. And in theory an MCP Client can use an LLM to detect under-specified/ambiguous tool specifications, and could surface these issues to the integrator.

Now, I can't speak to the speed at which Maintainers and Core Maintainers are keeping up with the community's momentum - but I think it's meaningful that the community has momentum for evolving the specification!

I see this post in a highly positive light: MCP shows promise because you can iterate on these kinds of structured annotations, in the context of a community that is actively developing their MCP servers. Legacy protocols aren't engaging with these problems in the same way.



One of the MCP Core Maintainers here. I want to emphasize that "If you see something, say something" very much works with the MCP community - we've recently standardized on the Spec Enhancement Proposal (SEP) process, and are also actively (and regularly) reviewing the community proposals with other Core Maintainers and Maintainers. If there is a gap - open an issue or join the MCP Contributor Discord server (open for aspiring and established contributors, by the way), where a lot of contributors hang out and discuss on-deck items.


I feel like the article addressed this response in the section titled 'The “Just Use This Library” Trap'


These aren’t third-party libraries, these are RFP processes for adding to the official protocol, and standardizing the semantics of new fields and data types. A world of difference IMO.


Why add them after the fact and not part of the original design? This isn't 1974, those semantics are the minimum bar to clear for a viable protocol in 2025.




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