Touré made five appearances for Osnabrück in the 2nd Bundesliga in September 2007, but sustained an injury in their match against St. Pauli at the end of the month and has been out ever since.

On 1 February 2010, the German second division club Arminia Bielefeld signed him from Bayer Leverkusen.

Touré made his debut for the club against MSV Duisburg, although he only played the first half of the match.

He played for the German under-18 national team twice after receiving German passport in early 2006, but decided to play for his native Togo at senior level and was added to their squad for the 2006 FIFA World Cup finals in Germany, where he appeared in two of the team's three group matches.

Touré was member of the 2010 African Cup of Nations squad, but after the attack on the team Togo withdrew from the tournament.