Building with AI

MCP (Model Context Protocol)

An open standard, introduced by Anthropic in November 2024, for connecting AI applications to external tools and data through small programs called MCP servers. One server can then work with any AI tool that supports the protocol. Connecting a server grants real access, so vet it as you would any integration.


Related terms

API (application programming interface)

A way for software to talk to other software. AI providers offer APIs so developers can send prompts and receive outpu…

API key

A secret string that identifies your account when your code calls an API, and that the bill is charged to. Treat it li…

Agent

An AI system that works towards a goal over several steps, deciding which tools to use and acting on the results with …

Agentic workflow

A process where an AI model decides some of the steps itself, rather than following a fixed sequence. It handles messy…

Batch processing

Sending many requests together to be processed in the background over a longer window, rather than waiting for each in…

Benchmark

A standard public test used to compare models, such as sets of exam questions, coding problems or maths puzzles. Usefu…

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