1 min lesson
The disconnect is the whole point
Show the artifact graph in one breath and connect it to why MCP matters.
Step 1 of 2
The disconnect is the whole point
Each system holds a slice of the truth and none of them talk to each other natively. The Jira ticket doesn't know about the Datadog alert. The PR doesn't know about the ADRArchitecture Decision Record. A short doc capturing one architecture decision and the reasoning behind it. Press Enter for the full definition. that justified it. A human engineer reconstructs this graph in their head every single day, which is the cognitive tax of working in a large org. An AI agent that only sees the code in the editor is flying with one slice of a six-slice context graph.
MCPModel Context Protocol. A standard that lets an AI agent pull in context from outside the repo, like Jira tickets or internal docs. Press Enter for the full definition. (Model Context Protocol) is how Cursor bridges the artifact graph. Each system of record can expose an MCP server (Jira, GitHub, Datadog, Confluence, ServiceNow) so the agent can pull the ticket, the ADRArchitecture Decision Record. A short doc capturing one architecture decision and the reasoning behind it. Press Enter for the full definition., the failing test and the incident timeline into one reasoning context. You're not handing the model code. You're handing it the graph the senior engineer carries in their head.
"Every artifact in your lifecycle is context the model has or doesn't. MCPModel Context Protocol. A standard that lets an AI agent pull in context from outside the repo, like Jira tickets or internal docs. Press Enter for the full definition. closes that gap: it lets the agent read the same systems of record your senior engineers reconstruct in their heads every morning."