03/05/2026
AI should not just summarize tutoring sessions. It should help you run the operation — with permissions, audit logs, and control built in.
Today we’re introducing the Pencil Spaces MCP Server. It lets you use AI from tools your team already knows (ChatGPT, Claude, Cursor) to pull data from Pencil Spaces and automate workflows across all your systems — with full permissions and audit logs.
Here are some examples:
📊 Which students at Ridgeview Academy are struggling most to hit outcomes?
Returns a prioritized list based on attendance and outcome drops, matched to roster and socioeconomic data from your SIS like PowerSchool and Infinite Campus.
📋 Which tutors are underperforming, and are they on a growth plan?
Returns a single view combining rubric adherence, coaching activity, and growth-plan progress with clear next actions.
📅 Move next week’s Tue/Thu sessions to Wed/Fri and notify families.
Returns updated schedules and Spaces, notes logged per student, and notifications sent — all tracked.
📈 Build this month’s board report across school partners.
Returns a board-ready report pulling outcomes + dosage from Pencil Spaces, billing and contracts from Google Drive, and roster counts from your SIS.
If your tutoring operation is drowning in reporting, scheduling changes, or QA, comment “MCP” below and we’ll reach out. 👇