At least nine women were spiked with a drug at an invite-only event attended by German Chancellor Olaf Scholz and MPs, his Social Democratic Party (SPD) said.

"There's quite a lot of emotion," a spokesperson for the SPD's parliamentary group told AFP, confirming a report in the Berlin newspaper Tagesspiegel.

Berlin police said officers were investigating allegations of serious bodily injuries after a 21-year-old woman filed a complaint following "a political party's summer party".

"I advise all those concerned to file a complaint," SPD's Katja Mast said on Twitter.

The spokesperson did not rule out further cases adding to the nine already declared, according to the party.

The SPD sent out an email to all those invited to the event on Wednesday night condemning a "monstrous act which we immediately declared to parliamentary police".

About 1,000 people joined the chancellor and MPs at the SPD's traditional summer party ahead of the parliamentary recess.

"It was an internal event. You could only get in with an invitation," said the spokesperson.

"There's still a lot of uncertainty, the police are investigating."

In a statement, Berlin police said the woman who filed the complaint had no memory of the party the next day, prompting her to get a medical exam and file a complaint.

The woman told police she felt nauseous and dizzy during the event after consuming food and non-alcoholic beverages.

The police said they had been so far informed of four other cases.

So-called date-rape drugs are usually used to spike drinks or food and can leave victims confused and unable to defend themselves against assault.

For 2021, Berlin police reported 22 cases involving date-rape drugs, according to the Berliner Zeitung daily.

The true number is likely to be far higher with victims often unable to recall exactly what happened or ashamed to make a complaint.

Also, with the Covid-19 pandemic, discotheques, nightclubs and party venues were closed for much of last year in the German capital.