This article reports Year One of a two-year study to develop a model to accelerate compulsory basic education completion toward Millennium Development Goals (MDGs) in Magelang, Indonesia. The study focuses on five issues: (1) profile of MDGs in Magelang, (2) achievement of MDGs, (3) problems in MDGs implementation, (4) model of compulsary basic education completion acceleration, and (5) effectiveness of the model proposed. As R&D undertaking, the data were collected through documentation and interviews with related authorities, including focused group discussion. The initial model underwent a limited test for necessary revision. The findings showed that the Local Government has implemented the compulsory education with relatively high gross and net enrolment rates of 96.80% and low dropouts and repeaters rates. In 2013-2014, many of the students were from outside Magelang. However, such achievements have not complied with MDGs. One possible cause of the problems was a top-down management system, resulting in low participation of the society members. In conclusion, Magelang Municipality has actually been highly committed to the completion of basic education in accordance with the strategic plans 2010-2014 of the National Education Ministry. A team was established to organize relevant activities to accelerate full implementation of the program. Recommended in Year One of the study were that (1) the Local Government's commitment to education be sustained, (2) the society members' participation be optimized in data inventories, planning, implementation, monitoring and evaluation of the program, and (3) the optimization of the society's participation be supported by Local Government, including the stakeholders.