A customer record that says something without saying where it learned it is a liability. Outlit separates facts from their sources and exposes both, so a claim can be traced. Putting access grant and revoke in the tool set is the other notable choice: an agent can manage who sees a customer, which is real authority — balanced by the deliberate exclusion of anything destructive or credential-related from the MCP surface.
Outlit's endpoint, addressed per workspace: the slug is in the URL. Eighteen tools across querying customer intelligence, managing who can see it, and tracing where a fact came from.
- outlit_list_customers, outlit_list_users, outlit_get_customer, outlit_get_customer_timeline
- outlit_list_facts and outlit_get_fact — the individual assertions about a customer
- outlit_search_customer_context, outlit_query, outlit_schema — search, query and discover the shape
- assign_customer_owner, grant_customer_access, update_customer_access, revoke_customer_access
- outlit_get_source and outlit_list_sources — where a fact came from
- list_workspace_users
A workspace and its slug in the endpoint URL. Destructive and credential operations are deliberately not exposed over MCP.
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