The United States Government Manual - "official handbook of the Federal Government":
Federal Regulatory Directory - agency organizational structures, background and history, incumbents for some positions, and contact information:
Federal Government Agency Directory - Browseable or searchable list, via Louisana State University (free, open web resource).
General sources for agency related materials (subscription resources, individual password required):
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