Model Context Protocol (MCP) - Private Preview¶
Note
This is a private preview feature. Please contact your Observe representative for more information or open Docs & Support → Contact Support in the product and let us know.
Model Context Protocol (MCP) is an open standard for sharing context between AI models and data systems.
The Observe MCP Server lets agentic tools such as Augment, Cursor, Claude Code, and Claude Desktop connect securely to your Observe tenant so they can investigate incidents, or explore logs, metrics or traces.
What data leaves Observe?¶

Event |
What we send to OpenAI |
Purpose |
---|---|---|
Knowledge graph build / refresh |
• Dataset schema (names & types) |
Allows the agent to reason over your dataset catalogue. |
Runtime query |
• A short dataset summary document for the candidate tables (no raw rows) |
Helps the model choose the correct dataset(s) to answer the user’s question. |
OpenAI doesn’t train their models on your data by default, but we’d like to be transparent about the data that is sent to OpenAI when you use our MCP server. In addition, all requests use Zero Data Retention (ZDR) — data is processed in-memory by OpenAI and never stored or logged.
Prerequisites – minimum RBAC permission¶
Object |
Permission |
Why it’s required |
---|---|---|
Authtokens |
Create |
Lets you generate the API token that external agentic tools use to authenticate to the MCP Server |
You can grant permissions in either of the following ways:
Add the built-in
writer
role
The writer role already includes Authtokens → Create (plus other write-level privileges), so assigning it to a user or service account is the quickest path.Create or edit a custom group
Go to Settings → Access Control → Groups.
Check Authtokens → Create (no other permissions are strictly needed for basic MCP usage).
Add the users or service accounts that will run the agent/tool to this group.
If your account can’t create Authtokens, ask an Observe administrator to assign the writer role or grant the permission through a custom group.
Configure the Observe MCP Server¶
Go to Workspace settings page and find MCP Server details page.
Pick your tool of choice.

Configure the tool to connect to the Observe MCP Server.
Restart your tool.
Start asking a questions, such as “What are the top 5 errors in my application? Use the Observe MCP server to answer the question.”