Agents
Use Mello, or bring your own agent
Mello answers in Slack and on the web. Or connect the agent your team already uses. Both read the same approved knowledge, with the same permissions as the app.
Built in
Mello, Shuffl’s AI
Nothing to set up beyond your knowledge and your people.
- Answers
Company answers
From approved knowledge, with a citation, in Slack or on the web.
- Directory
Who’s who
Managers, teams and how to reach a colleague.
- A path to HR
When a person should help
A private request, for the employee to check and send.
Over MCP
Bring your own agent
Shuffl is a remote MCP server. Your agent searches the same knowledge and cites the same sources.
Connect with OAuth
Pick Claude, Codex, Cursor, ChatGPT or VS Code. You approve in the browser, with no key to copy.
Or use an API key
For a client that only sends a header, or a script. Revoke it any time.
See what it can do
Check connection lists the tools an agent can use and explains any denial.
In practice
What people ask
Employees ask for answers. HR asks for work: add knowledge, reply to requests, run introductions.
Employees ask
- How many vacation days do we get?
- Who is my manager?
- Can I expense a home office chair?
- I need to talk to HR about my pay
HR asks
- Add this handbook to Knowledge
- Which requests are waiting on me?
- Draft a reply to Sam’s leave question
- Introduce #coffee-chats now
- How did last month’s introductions go?
Guardrails
The same rules as the app
An agent is another way into Shuffl, not a way around it.
- Same permissions as the app. An agent reads only what the person or key behind it may read.
- Granted one by one. Each permission is its own switch, and write never includes read.
- People approve. Agents prepare knowledge and draft replies. They publish or send only with a permission you grant, and they ask first.
- Read knowledgeOn
- Draft knowledgeOn
- Read HR requestsOff
- Run introductionsOn
For developers
Build on it
The same operations are in the HTTP API, the TypeScript SDK (@shuffl/sdk) and the CLI (@shuffl/cli), with one kind of API key for all of them.
# One key for HTTP, the SDK, the CLI and MCP
shuffl users list --limit 25 --json
shuffl programs preview --id PROGRAM_ID --json
Pricing
Connect your agent today
Free at any company size, like everything in Shuffl. Every feature included, no seat limit and no limit on questions.