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Episode 15 of 22 · AI, end to end
MCP: one protocol for every tool Included with a plan
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A drawer full of adapters 0:00 N times m 0:15 What one integration costs 0:35 And the tool author pays too 0:53 One protocol in the middle 1:09 What m c p is 1:28 Host, client, server 1:48 One client per connection 2:05 No model inside a server 2:24 Stdio, on your own machine 2:40 The same messages over http 2:58 Json rpc, both directions 3:17 Three primitives, three owners 3:36 Tools, called by the model 3:53 Resources, read by the application 4:10 Prompts, chosen by the user 4:28 Only one of them is driven 4:46 Sampling, elicitation and roots 5:04 Agree on the frequency first 5:21 Initialize, and initialized 5:38 Nothing is assumed 5:58 Asking what exists 6:17 The list can change 6:35 Calling, and the two errors 6:51 The label on the jar 7:12 Declaring one tool 7:28 The description is the api 7:46 Let the schema argue 8:02 Return the answer, not the dump 8:20 Failing usefully 8:36 What you actually installed 8:54 Your credentials, their process 9:12 A supply chain problem 9:29 Output arrives as instructions 9:47 The bug report that gives orders 10:03 What actually helps 10:21 The whole thing 10:41 MCP: one protocol for every tool. Open the back of any A I application and you find a drawer of adapters. One for the file system. One for the ticket tracker. One for the database. Every one hand built, every one d
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