ED initiated an investigation on the basis of FIR registered by Anti Corruption Bureau (ACB), Central Bureau of Investigation (CBI).
Sources in it said that the ED, which is probing the money laundering aspect of the Narada sting operation, had submitted the chargesheet against the five in the special court earlier in the day.
This Khela Hobe slogan became famous during West Bengal Assembly elections earlier this year.
Mitra alluded to allegations of the TMC and other opposition parties that PM Modi's 2014 poll promise to credit Rs 15 lakh to every citizen's bank account is yet to see the light of the day.
TMC MLA Madan Mitra along with his family members rushed out of the house as soon as the fire was spotted in a room on the ground floor.
State ministers Subrata Mukherjee and Firhad Hakim, TMC MLA Madan Mitra and former city mayor Sovan Chatterjee appeared before the judge and left the Bankshall court premises after a while.
Mitra was arrested along with West Bengal ministers Subrata Mukherjee and Firhad Hakim and former Kolkata mayor Sovan Chatterjee on May 17.
Narada sting case: SC allows CBI to withdraw appeal against HC order allowing house arrest of Trinamool leaders
The court took note of the fact that a five-judge bench of the Calcutta High Court is already hearing the matter and permitted the probe agency to raise all the grievances there in the high court.
It heard the CBI plea for transfer of the case from lower court to high court, and applications filed by the accused for recall of the stay order the high court had given on a lower court ruling.
Narada case: Firhad Hakim returns home after HC orders house arrest, three others to remain in hospital due to ill health
Hakim, the state's transport minister and chairman of the board of administrators of the KMC, came back to his Chetla residence in the evening, amid tight security.
The judges of the division bench directed that the leaders, placed under judicial remand so far, will remain in house confinement for now.
The TMC supremo also said that she has full faith in the country's judiciary, and was absolutely certain that justice will be served in the case.
Counsels appearing for ministers Subrata Mukherjee and Firhad Hakim, MLA Madan Mitra and Sovan Chatterjee mentioned the matter before a division bench.
They were taken to the state-run SSKM Hospital as both the politicians complained of breathlessness, an official said.
Senior journalist Mathew Samuel said that steps against corruption are needed and investigations should be fair.