Support
Engineering
Sales
Scoped per agent
Support sees policy. Engineering sees runbooks. Neither sees the other. Assign pages or whole subtrees to each agent’s key.
Memrio is the intelligence hub every AI at your company plugs into over MCP. They read one approved source of truth — and write back what they learn, so the whole company gets smarter.
Plugs into
How it works
Three steps between knowledge in someone’s head and every AI at the company quoting it correctly.
01Connect
One URL and one key per agent. Any client that speaks MCP — ChatGPT, Claude, Cursor, Copilot, or the agents you build — connects in minutes.
{
"mcpServers": {
"memrio": {
"url": "https://memrio.ai/api/mcp/acme",
"headers": {
"Authorization": "Bearer mr_live_8f3a…"
}
}
}
}Cursor
7 tools
ChatGPT
3 tools
Claude
7 tools
02Read
Agents browse the hub, open the pages whose instructions match, and answer only from what your team approved. Every call lands in the log.
03Write
When an AI learns something new — a policy exception, a runbook fix, a better answer — it writes it into Memrio. A reviewer approves. Every other AI knows it too.
“Add a 45-day exception for hardware returns.”
−Refunds are available within 30 days.
+Refunds are available within 30 days. Hardware: 45 days.
hidden from every agent until approved
Built for trust
Scoped access, human review, a full request log, and files agents can actually read. The boring controls — already decided.
Support sees policy. Engineering sees runbooks. Neither sees the other. Assign pages or whole subtrees to each agent’s key.
Every edit — human or AI — becomes a numbered version. Nothing changes for agents until someone approves it.
Tool, query, pages hit, latency, key. For every MCP call, including the ones that failed auth.
Attach PDFs and spreadsheets. The extracted text ships inside the page, so agents read the source — not a summary.
CRITICAL:::instruction
Use when a customer asks about refunds, returns, or chargebacks.
:::
Critical, high, and normal instruction blocks arrive inside the page, so the rule sits right next to the fact.
ChatGPT, Claude, Cursor, Copilot, Gemini, Windsurf, or the agents you build with the OpenAI and Vercel SDKs. Streamable HTTP and a Bearer header.
< 0
minutes to connect an agent
0
MCP tools, three always on
0%
of calls logged with pages hit
0
vector databases to babysit
Integrations
One URL and one key. Every guide takes under ten minutes.
FAQ
Memrio is a central intelligence hub for your company. Every AI you use — ChatGPT, Claude, Cursor, Copilot, your own agents — plugs into it over MCP and reads from the same approved knowledge. Write-enabled agents can also add what they learn, so the hub gets smarter with every employee who uses it.
Start today
Open a workspace, publish a page, connect an agent. Ten minutes from now, every AI you run answers from the same approved truth.