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Stockholders' Equity (Details 3) (Stock options, USD $)
 3 Months Ended
Mar. 31, 2015
Mar. 31, 2014
Stock-Based Compensation Expense    
Total stock-based compensation expense $ 644,721us-gaap_AllocatedShareBasedCompensationExpense $ 228,106us-gaap_AllocatedShareBasedCompensationExpense
Research and development    
Stock-Based Compensation Expense    
Total stock-based compensation expense 315,907us-gaap_AllocatedShareBasedCompensationExpense
/ us-gaap_AwardTypeAxis
= agrx_EmployeeAndNonemployeeStockOptionsMember
/ us-gaap_IncomeStatementLocationAxis
= us-gaap_ResearchAndDevelopmentExpenseMember		 126,525us-gaap_AllocatedShareBasedCompensationExpense
/ us-gaap_AwardTypeAxis
= agrx_EmployeeAndNonemployeeStockOptionsMember
/ us-gaap_IncomeStatementLocationAxis
= us-gaap_ResearchAndDevelopmentExpenseMember
General and administrative    
Stock-Based Compensation Expense    
Total stock-based compensation expense $ 328,814us-gaap_AllocatedShareBasedCompensationExpense
/ us-gaap_AwardTypeAxis
= agrx_EmployeeAndNonemployeeStockOptionsMember
/ us-gaap_IncomeStatementLocationAxis
= us-gaap_GeneralAndAdministrativeExpenseMember		 $ 101,581us-gaap_AllocatedShareBasedCompensationExpense
/ us-gaap_AwardTypeAxis
= agrx_EmployeeAndNonemployeeStockOptionsMember
/ us-gaap_IncomeStatementLocationAxis
= us-gaap_GeneralAndAdministrativeExpenseMember