Mortgage QA Memory MCP

Status: working POC/MVP, now pivoting toward a governed knowledge-graph memory core. See PLAN.md for the full history (v1 design → v2 build → v3 roadmap) — start there.

A governed MCP memory service for Playwright QA automation, with tiered retention and mortgage compliance audit, adapted from DoorDash's and Salesforce's agentic memory architectures.

See AGENTS.md for agent working rules.

Who this is for

• Platform / QA engineers building internal AI tooling on Cursor, Gemini gateway, KB MCP, and Azure MCP

• Mortgage technology teams that need QA intelligence without creating a second store of loan data or NPI

• Teams evaluating Playwright MCP + a QA memory expander they control end-to-end

Related MCP server: Memory Crystal MCP Server

Quickstart

npm install
npm run typecheck
npm test
npm run seed:demo
npm run smoke        # QA-domain MCP tools
npm run smoke:graph  # governed knowledge-graph MCP tools

Then point Cursor at cursor/mcp.json and add the mortgage-qa-triage skill.

Layout

Related external references

• DoorDash Ask DoorDash / InfoQ summary — agentic memory + MCP + eval at scale

• Playwright MCP docs — browser automation via MCP

• flakiness-knowledge-graph-mcp — reporter + SQLite + MCP pattern

• Fannie Mae LL-2026-04 — AI governance for seller/servicers (effective Aug 6, 2026)

• Blend Autopilot MCP — lending MCP reference architecture

Next steps

See PLAN.md v3 for the live roadmap and open questions for the QA team.