Skip to main content
Agnost AI runs a hosted, OAuth-protected MCP server at https://mcp.agnost.ai/mcp. Add it to any MCP-aware client and ask natural-language questions about conversations, events, tool calls, intents, and violations.

​
Connect

​
Claude Desktop / Cursor

No API keys, no copy-pasted tokens. The first time you call a tool, the client opens a browser tab, you sign in with Google through the Agnost AI dashboard, and the tab closes.

​
Other MCP clients

Anything that speaks streamable-HTTP MCP and supports OAuth 2.1 dynamic client registration works the same way. The server publishes its OAuth metadata at:

​
What you can ask

  • “Which tools are failing most often this week?”
  • “Show me recent conversations where users had to repeat their request.”
  • “Show me today’s violations.”
  • “Summarize the top intents in this org.”

​
Verify

After adding the server to your MCP client, call any Agnost AI tool. The client should open a browser for OAuth the first time, then return dashboard data after login.

​
Troubleshooting

  • Confirm the MCP client supports streamable-HTTP MCP and OAuth 2.1 dynamic client registration.
  • If OAuth does not open, remove the server from the client config and add it again.
  • If a query returns no data, confirm you are logged into the right Agnost AI organization in the dashboard.

​
Next steps

  • Conversations: understand the interaction data you can query.
  • Intents: learn how user goals are represented.
  • Violations: learn how expected behavior is evaluated.