Persistent memory for Cursor agents.

Give Cursor a governed memory layer for repo conventions, product decisions, coding rules, and repeated fixes — over MCP and REST.

MCP-nativeWorks with CursorREST + MCP

01Stop repeating yourself to Cursor

Cursor is great inside the current session, but it does not hold long-term governed context about your project, decisions, rules, and the fixes you keep repeating. AgentPrizm adds that memory layer over the same MCP and REST surface.

02Connect in one block

Paste the MCP config into Cursor and it gains persistent memory.

jsonmcp.json
{
  "mcpServers": {
    "agentprizm-memory": {
      "type": "http",
      "url": "https://agentprizm.com/api/mcp",
      "headers": { "Authorization": "Bearer ap_..." }
    }
  }
}

03What it remembers

  • Product decisions and framework choices
  • Repo rules and coding standards
  • Test requirements
  • Deprecated approaches to avoid

04Does this replace Cursor?

No. AgentPrizm does not replace Cursor — it gives Cursor a governed memory layer: save a memory, recall it in the next session, and get an audit receipt for every recall.

Ship agents that remember.

Six lines of code. Confidence scores, validity windows, and audit trails included. Free until your agents ship.

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