Vertical animated data pipeline. Google Drive and Salesforce feed MCP channels, which write to a RAG store. The agent pulls from both the live MCP stream and the RAG store to automate tasks, which notify users via Email, Jira, and Slack.
Data pipeline — agent and MCPs
Top-to-bottom pipeline: sources, ingestion, storage, agent, automation, and a communication layer.
Sources
Google drive
Briefs · decks · docs
Salesforce
Accounts · projects
Ingestion
MCP channels
Pull · normalize
Authenticate
Stream events
Schema · embed
writes
live stream
Storage
RAG store
Vectors · chunks
Project history · internal
context
Agent
Agent
Reads live MCP stream
Pulls RAG context
Reasons · plans · dispatches
Automation
Set up
project
From brief
Draft
survey
From history
Translate
survey
Localize
Bench-
mark
Field-work
Insights
Patterns
Data stream — flowing downstream
Sources flow through MCP into the RAG store —
the agent pulls from both to automate tasks