App 16 · FIG. 016
School Foundry Leads
Keep school outreach moving towards a sale
Customer Target
Sales teams contacting schools in Zambia and Zimbabwe
Status
Live
Agent Surface B
MCP ReadyModel Context Protocol Enabled
Registered in /.well-known/mcp.json & /llms.txt with deterministic Zod schema validation.
About Product
School Foundry Leads helps a sales team organise its work with schools. Each school record brings contact details, previous conversations and the next follow-up together.
Find schools by area or map, assign them to team members and record notes after each conversation. Track progress from the first contact to a proposal and a won or lost sale.
Built for school outreach in Zambia and Zimbabwe, it is an independent tool for teams selling to schools.
Dual-Surface Execution
Human vs. Agent Flow
Every action in School Foundry Leads is mapped bi-directionally across Surface A (Visual UI) and Surface B (Programmatic MCP Engine).
- 01Find schools by area or map.
- 02Assign schools and districts to team members.
- 03Check the schools you need to contact.
- 04Record notes and set the next follow-up.
- 05Track proposals and sales results.
1. Discovery: Scraper/Agent fetches /llms.txt or /.well-known/mcp.json manifest.
2. Tool Invocation: Executes deterministic Zod-validated tool contracts matching school-foundry-leads operations.
3. Replay Protection: Enforces Idempotency-Key: <uuid> to prevent duplicate mutations during LLM retry loops.
4. Token Compression: Returns structured, PII-minimized Markdown/JSON stripping all layout noise.