The thing that a lot of people miss with MCP is that it's the right fit for enterprise software. LLMs, being universal translators, are the ideal glue between many disconnected systems that are extrem...
Similar Articles (10 found)
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Blog
An LLM does not need to understand MCP
August 6, 2025 - Roy Derks
Model Context Protocol (MCP) has become the standard for tool calling when buil...
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Written together with Ilan Strauss, Isobel Moure, and Tim O’Reilly as part of the AI Disclosures Project. Originally published on our blog: Asimov’s A...
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Some concepts are easy to grasp in the abstract. Boiling water: apply heat and wait. Others you really need to try. You only think you understand how ...
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Sure, but I was expecting more details on what was available. At least some analysis (perhaps using embeddings) on common function names, types, etc. ...
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What if you don't need MCP at all?
2025-11-02
Table of contents
After months of agentic coding frenzy, Twitter is still ablaze with discussions about ...
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> the generation of 281,128 augmented examples, from which 1,000 were
held out as a benchmark test set.
This model is trained on a custom dataset of 2...
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Agree with much of this—particularly that these systems are uncannily good at inferring how to 'play along' with the user and extreme caution is there...
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MCP is a protocol for connecting third-party services - databases, APIs, tools, etc. - to LLMs. Creating an MCP server defines how a client can intera...
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What happens when coding agents stop feeling like dialup?
It's funny how quickly humans adjust to new technology. Only a few months ago Claude Code an...
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I'm curious why we seem convinced that this is a task that is possible or something worthy of investigation.
I've worked on language models since 2018...