Inserting in PostgreSQL Foreign Table Violates Primary Key Constraint10
Can you ignore ID field in the Foreign_Table script and try inserting? It should use the current serial value in the Foreign Table.

{
CREATE FOREIGN TABLE Foreign_Table (name varchar) server 
    some_server options(schema_name 'public', table_name 'Actual_Table')
}