Use cases · AI agents
Give your agents the rules your team already follows
Agents are quick and capable, but they don't know your conventions, your exceptions, or what changed last month. Connect them to Galdo over MCP or the API and they can check the current rule, and its source, before they act.
Illustrative example (agent · MCP tool call): "memory_search("discount approval limit")" Galdo: "Discounts above 20% need VP approval since the Q3 pricing change." Source: PRICING-77 · current. It replaces: 25% limit (Q2).
What your team gets
This quarter's rules, not last quarter's
Superseded decisions rank lower, so an agent doesn't act on a policy your team already changed.
Scoped to what each agent needs
Give each agent its own project and key, or limit it to the containers it needs over MCP. Keys are hashed at rest and revocable.
Fits the stack you already use
A hosted MCP server for Claude, Cursor, and other MCP clients, plus SDKs for TypeScript and Python and adapters for LangGraph, the Vercel AI SDK, and Mastra.
By watching the work, in the browser
No new process and nothing to write down. Galdo Capture is a browser extension that learns how the work gets done as people do it.
An admin picks the sites. Capture only runs on the sites your admin allows. For this work that's usually Slack, Jira, GitHub, Notion, Google Drive, Linear.
Each person agrees in their own browser. Nothing is recorded until they consent. They can decline any allowed site, see when it's recording, and pause it for an hour.
It keeps the steps, not the screen. Page titles, the buttons people click, and the forms they submit. Typed text is redacted. Passwords, payment fields, and screenshots are never recorded.
What Capture records: https://getgaldo.com/privacy#mnemo-capture
Common questions
Which agents can connect?
Anything that speaks MCP, including Claude Desktop, Cursor, Windsurf, VS Code, and Zed, or any code that can call a REST API.
How fast is a lookup?
Warm searches on the production API return in about 150 ms at the median.
Can agents add to the memory?
Yes. Agents can add memories through the API or MCP. Include source metadata and each one carries where it came from.
See it on your own work
Book a demo (https://getgaldo.com/contact#demo) and we'll walk through it with your tools and your questions, or start free and turn on Capture for your first sites today.