The Midpeninsula Regional Open Space District maintains a large amount of open land from Santa Clara County to San Mateo County. Most of their preserves are open for hiking between sunrise and sunset. Some of the preserves have equestrian access. One offers campsites for backpacking.
Their web site is well organized and simply gorgeous.
USGS 7.5' Topo Maps