Bank of Boston Corp. announced Wednesday that it had agreed to acquire Multibank Financial Corp., a recovering banking company in a Boston suburb, for about $197 million in stock.

The deal would expand Bank of Boston's branch network in Massachusetts by 64% to 193 and give it a much stronger presence in the Berkshire and Cape Cod regions. Multibank has $2.5 billion in assets.

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