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MCP · easy

6. Model Context Protocol: why it exists

MCP standardises how agents discover and call external capabilities.

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Before MCP, every agent framework re-implemented every integration. MCP defines a JSON-RPC 2.0 protocol between an MCP host/client (your agent) and MCP servers (capability providers), so one server works with any compliant client.

Three primitives:

- Tools — callable functions with JSON Schema input (model-controlled). - Resources — readable content addressed by URI (application-controlled). - Prompts — reusable parameterised prompt templates (user-controlled).

Transports: stdio for local servers launched as subprocesses, and streamable HTTP for remote servers. The client calls `initialize`, then `tools/list`, then `tools/call`.

json
{ "jsonrpc": "2.0", "id": 4, "method": "tools/call",
  "params": { "name": "read_file", "arguments": { "path": "README.md" } } }

The payoff is composition: connect a Postgres server, a filesystem server, and your internal API server, and the agent gains all three tool sets without new adapter code.

Exercise: list the capabilities of a local MCP server over stdio and print the tool names and schemas it advertises.

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Check your understanding

  1. 1. What problem does MCP solve?

  2. 2. Which MCP primitive is model-controlled?

  3. 3. Which transport suits a locally launched MCP server?

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