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🎤 Vocab

❗ Information

MCP - Model Context Protocol

✒️ -> Scratch Notes

https://modelcontextprotocol.io/docs/getting-started/intro
https://github.com/modelcontextprotocol
https://github.com/getsentry/sentry-mcp

how to integrate LLMs into workflows?

Allow MCP to handle business logic, contacting third party APIs

MCP Host: Contains MCP Clients

  • MCP Clients that have a dedicated connection to MCP server (filesystem, database, rmeote)

Connection from MCP client (LLM) to MCP server (weather app) is always over HTTP/STDIO

MCP is very slow, lots of transactions have to take place

The advantage is:

  • The protocol allows client and server to have layers (daya layer and transport layer)
  • The data layer allows for it to have state/context

Data layer:

  • JSON RPC 2.0 exchange protocol that includes:
    • Lifecycle management, server features, …
  • MCP defines three core primitives:
    • Tools, resources, prompts

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