In response to Prime Minister John Key's refusal to issue an apology, Mr Flavell said he thought it was clear that it was not the people of Tuhoe who were the terrorists.
"The application of the law needs to be scrutinised. Enormous damage has been done to the police's credibility and their relationship with Ngai Tuhoe, and the hurt cannot be allowed to fester any longer."
Maori Party co-leader Pita Sharples said an open process of disclosure, inquiry and public accountability was urgently needed.
Maori media consultant Tawini Rangihau said the Government owed Tuhoe "one big old apology".
She said police, in order to restore their credibility, should be developing more positive relationships with Tuhoe.
A leading Tuhoe spokesman, Professor Pou Temara, said it was too early to be calling for an apology. He said until the charges faced by Tame Iti and four others had been dealt with, an apology was "a bit presumptuous".
"It is not the time to call for an apology. When the issue with Tame is dealt with and there is a clearer picture, then we will be able to formulate an approach," he said.
Police Commissioner Peter Marshall acknowledged the raids, known by police as Operation Eight, had had a number of unintended consequences on the relationship between Tuhoe and police.
As a result of crucial evidence being ruled inadmissible, the Crown no longer believed there was sufficient evidence to justify the Arms Act charges against 13 of the 17 accused. The remaining four, Tame Iti, Emily Bailey, Te Rangikaiwhiria Kemara and Urs Signer, will face trial next February on charges of participating in a criminal group and possessing firearms.
Tuhoe Francis Lambert, one of the original "Urewera 18", died earlier this year. He would have faced trial with Iti in February. Iti claimed the charges were partly responsible for his death.